{"id":982,"date":"2025-01-12T20:14:11","date_gmt":"2025-01-13T01:14:11","guid":{"rendered":"https:\/\/pressbooks.bccampus.ca\/nelson\/front-matter\/preface-for-database-design-3rd-edition\/"},"modified":"2025-02-05T06:23:09","modified_gmt":"2025-02-05T11:23:09","slug":"prefacethirdedition","status":"publish","type":"front-matter","link":"https:\/\/pressbooks.bccampus.ca\/nelson\/front-matter\/prefacethirdedition\/","title":{"raw":"Preface for Database Design \u2013 3rd Edition","rendered":"Preface for Database Design \u2013 3rd Edition"},"content":{"raw":"<div class=\"preface-for-database-design-\u2013-3rd-edition\">\r\n<p class=\"import-TOCHeading\">Contents<\/p>\r\n<p class=\"import-TOC1\"><a href=\"#_Toc187605190\"><span class=\"import-Hyperlink\">Preface for Database Design \u2013 3<\/span><sup class=\"import-Hyperlink\">rd<\/sup><span class=\"import-Hyperlink\"> Edition<\/span>1<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605191\"><span class=\"import-Hyperlink\">The Past Editions<\/span>1<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605192\"><span class=\"import-Hyperlink\">The Present Edition<\/span>2<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605193\"><span class=\"import-Hyperlink\">Association of Computing Machinery (ACM)<\/span>3<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605194\"><span class=\"import-Hyperlink\">Computer Engineering<\/span>3<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605195\"><span class=\"import-Hyperlink\">Computer Science<\/span>3<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605196\"><span class=\"import-Hyperlink\">Cybersecurity<\/span>13<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605197\"><span class=\"import-Hyperlink\">Data Science<\/span>14<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605198\"><span class=\"import-Hyperlink\">Information Systems (Also written as \u201cComputer Information Systems.\u201d)<\/span>15<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605199\"><span class=\"import-Hyperlink\">Information Technology<\/span>15<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605200\"><span class=\"import-Hyperlink\">Software Engineering<\/span>18<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605201\"><span class=\"import-Hyperlink\">United States National Security Agency (NSA)<\/span>18<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605202\"><span class=\"import-Hyperlink\">Data Administration (DBA)<\/span>19<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605203\"><span class=\"import-Hyperlink\">Database Management Systems (DMS)<\/span>19<\/a><\/p>\r\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605204\"><span class=\"import-Hyperlink\">Databases (DAT)<\/span>20<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605205\"><span class=\"import-Hyperlink\">Association of Information Technology Professionals (CIPS)<\/span>20<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605206\"><span class=\"import-Hyperlink\">New Chapters<\/span>21<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605207\"><span class=\"import-Hyperlink\">Licensing<\/span>22<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605208\"><span class=\"import-Hyperlink\">Classroom Use<\/span>22<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605209\"><span class=\"import-Hyperlink\">Acknowledgments<\/span>22<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605210\"><span class=\"import-Hyperlink\">Progress Notes<\/span>23<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605211\"><span class=\"import-Hyperlink\">Technical Considerations<\/span>23<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605212\"><span class=\"import-Hyperlink\">A Note on the Cover<\/span>23<\/a><\/p>\r\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605213\"><span class=\"import-Hyperlink\">References<\/span>24<\/a><\/p>\r\n\r\n<h2><a id=\"_Toc187605191\"><\/a>The Past Editions<\/h2>\r\n<p class=\"import-Standard\">The first edition was released sometime before 2014.<\/p>\r\n<p class=\"import-Standard\">Adrienne Watt wrote the following for the second edition (copyright 2014):<\/p>\r\n<p class=\"import-NormalWeb\" style=\"margin-left: 36pt\">The primary purpose of this text is to provide an open source textbook that covers most introductory database courses. The material in the textbook was obtained from a variety of sources. All the sources are found in at the end of each chapter. I expect, with time, the book will grow with more information and more examples.<\/p>\r\n<p class=\"import-NormalWeb\" style=\"margin-left: 36pt\">I welcome any feedback that would improve the book. If you would like to add a section to the book, please let me know.<\/p>\r\n<p class=\"import-NormalWeb\" style=\"margin-left: 36pt\">Adrienne Watt<\/p>\r\n\r\n<h2><a id=\"_Toc187605192\"><\/a>The Present Edition<\/h2>\r\n<p class=\"import-Standard\">For the third edition, we have decided to greatly revise the book to make it more useful for a larger audience. We have researched the curriculum guidance from the three North American agencies:<\/p>\r\n\r\n<ul>\r\n \t<li class=\"import-Standard\">Association of Computing Machinery (ACM)<\/li>\r\n \t<li class=\"import-Standard\">the United States National Security Agency (NSA)<\/li>\r\n \t<li class=\"import-Standard\">Association of Information Technology Professionals (CIPS)<\/li>\r\n<\/ul>\r\n<p class=\"import-Standard\">This edition will cover the learning outcomes<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote1anc\" href=\"#sdfootnote1sym\">1<\/a><\/sup> for the following computing subdisciplines:<\/p>\r\n\r\n<ul>\r\n \t<li>Computer Engineering (CE)<\/li>\r\n \t<li>Computer Science (CS)\r\n<ul>\r\n \t<li>2013 (Knowledge based approach)<\/li>\r\n \t<li>2023 (Competency based approach)<\/li>\r\n<\/ul>\r\n<\/li>\r\n \t<li>Cybersecurity (CYB)<\/li>\r\n \t<li>Data Science (DS)<\/li>\r\n \t<li>Information Systems (IS) (Also written as \u201cComputer Information Systems.\u201d)<\/li>\r\n \t<li>Information Technology (IT)<\/li>\r\n \t<li>Software Engineering (SE)<\/li>\r\n<\/ul>\r\n<p class=\"import-Standard\">As a side note, there are old computer science textbooks that stated that these supported \u201cCS1\u201d or \u201cCS2.\u201d Matthew Hertz pointed out that this usage dates from about 1979 when \u201cthe ACM Computing Curricula used the terms \u2018CS1\u2019 and \u2018CS2\u201d to designate the first two course in the introductory sequences of a computer science major.\u201d However, these textbooks did not provide detailed information about the covered learning outcomes. Dr. Chris Bourke\u2019s textbook is an example of a textbook that states it supports CS1<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote2anc\" href=\"#sdfootnote2sym\">2<\/a><\/sup>. It is rare to find a textbook that mentions which curricular books are being supported. As a personal note, I have not seen any recent computer science textbooks that mention supporting CS2013.<\/p>\r\n<p class=\"import-Standard\">The next few pages list the database related learning outcomes from the current seven sub computing disciplines. Please note that this textbook does not attempt to cover every learning outcome. Instructors may feel free to add additional materials to cover these omitted learning outcomes.<\/p>\r\n\r\n<h2><a id=\"_Toc187605193\"><\/a>Association of Computing Machinery (ACM)<\/h2>\r\n<h3><a id=\"_Toc187605194\"><\/a>Computer Engineering<\/h3>\r\n<table style=\"width: 479.05pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">Computer Engineering Curricula 2016 (<a href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/ce2016-final-report.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/ce2016-final-report.pdf<\/a>)<\/p>\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">CE-PPP-9 Contemporary issues (Page 88)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Articulate some of the privacy implications related to massive database systems.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 3<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">CE-SEC-9 Authentication (Page 91)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Discuss eavesdropping and server database reading and explain how various authentication methods deal with them.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">CE-SPE-5 Risk, dependability, safety, and fault tolerance<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Describe fault tolerance and dependability requirements of different applications (such as database, aerospace, telecommunications, industrial control, and transaction processing).<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">CE-SWD-10 Database systems (Page 103)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Explain how use of database systems evolved from programming with simple collections of data files.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Describe the major components of a modern database system.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Describe the functionality provided by languages such as SQL.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Give examples of interactions with database systems that are relevant to computer engineering.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h3><a id=\"_Toc187605195\"><\/a>Computer Science<\/h3>\r\n<table style=\"width: 479.05pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\"><em>Computer Science Curricula 2013<\/em> (<a class=\"rId8\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/cs2013_web_final.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/cs2013_web_final.pdf<\/a>)<\/p>\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Information Management (IM) (Page 113)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 30.1pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"9\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"9\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"9\">\r\n<p class=\"import-Standard\">IM\/Database Systems (Pages 113-114)<\/p>\r\n<p class=\"import-Standard\">1. Explain the characteristics that distinguish the database approach from the approach of programming with data files. [Familiarity]<\/p>\r\n<p class=\"import-Standard\">2. Describe the most common designs for core database system components including the query optimizer, query executor, storage manager, access methods, and transaction processor. [Familiarity]<\/p>\r\n<p class=\"import-Standard\">3. Cite the basic goals, functions, and models of database systems. [Familiarity]<\/p>\r\n<p class=\"import-Standard\">4. Describe the components of a database system and give examples of their use. [Familiarity]<\/p>\r\n<p class=\"import-Standard\">5. Identify major DBMS functions and describe their role in a database system. [Familiarity]<\/p>\r\n<p class=\"import-Standard\">6. Explain the concept of data independence and its importance in a database system. [Familiarity]<\/p>\r\n<p class=\"import-Standard\">7. Use a declarative query language to elicit information from a database. [Usage]<\/p>\r\n<p class=\"import-Standard\">8. Describe facilities that databases provide supporting structures and\/or stream (sequence) data, e.g., text. [Familiarity]<\/p>\r\n<p class=\"import-Standard\">[Elective]<\/p>\r\n<p class=\"import-Standard\">9. Describe major approaches to storing and processing large volumes of data. [Familiarity]<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">1. Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">2.<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">3. Chapter 2<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">4. Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">5. Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">6. Chapter 3<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">7. Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">8.<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">9.<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 28.05pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"13\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"13\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"13\">\r\n<p class=\"import-Standard\">IM\/Relational Databases (Pages 115-116)<\/p>\r\n<p class=\"import-Standard\">1. Prepare a relational schema from a conceptual model developed using the entity- relationship model. [Usage]<\/p>\r\n<p class=\"import-Standard\">2. Explain and demonstrate the concepts of entity integrity constraint and referential integrity constraint (including definition of the concept of a foreign key). [Usage]<\/p>\r\n<p class=\"import-Standard\">3. Demonstrate use of the relational algebra operations from mathematical set theory (union, intersection, difference, and Cartesian product) and the relational algebra operations developed specifically for relational databases (select (restrict), project, join, and division). [Usage]<\/p>\r\n<p class=\"import-Standard\">4. Write queries in the relational algebra. [Usage]<\/p>\r\n<p class=\"import-Standard\">5. Write queries in the tuple relational calculus. [Usage]<\/p>\r\n<p class=\"import-Standard\">6. Determine the functional dependency between two or more attributes that are a subset of a relation. [Assessment]<\/p>\r\n<p class=\"import-Standard\">7. Connect constraints expressed as primary key and foreign key, with functional dependencies. [Usage]<\/p>\r\n<p class=\"import-Standard\">8. Compute the closure of a set of attributes under given functional dependencies. [Usage]<\/p>\r\n<p class=\"import-Standard\">9. Determine whether a set of attributes form a superkey and\/or candidate key for a relation with given functional dependencies. [Assessment]<\/p>\r\n<p class=\"import-Standard\">10. Evaluate a proposed decomposition, to say whether it has lossless-join and dependency-preservation. [Assessment]<\/p>\r\n<p class=\"import-Standard\">11. Describe the properties of BCNF, PJNF, 5NF. [Familiarity]<\/p>\r\n<p class=\"import-Standard\">12. Explain the impact of normalization on the efficiency of database operations especially query optimization. [Familiarity]<\/p>\r\n<p class=\"import-Standard\">13. Describe what is a multi-valued dependency and what type of constraints it specifies. [Familiarity]<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">1. Chapter 4<\/p>\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">2. Chapter 3<\/p>\r\n<p class=\"import-Standard\">Chapter 6<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">3. Chapter 10<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">4. Chapter 10<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">5. Chapter 10<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">6. Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">7. Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">8. Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">9. Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">10. Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">11. Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">12. Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">13. Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.25pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"6\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"6\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"6\">\r\n<p class=\"import-Standard\">IM\/Query Languages (Page 116)<\/p>\r\n<p class=\"import-Standard\">1. Create a relational database schema in SQL that incorporates key, entity integrity, and referential integrity constraints. [Usage]<\/p>\r\n<p class=\"import-Standard\">2. Use SQL to create tables and retrieve (SELECT) information from a database. [Usage]<\/p>\r\n<p class=\"import-Standard\">3. Evaluate a set of query processing strategies and select the optimal strategy. [Assessment]<\/p>\r\n<p class=\"import-Standard\">4. Create a non-procedural query by filling in templates of relations to construct an example of the desired query result. [Usage]<\/p>\r\n<p class=\"import-Standard\">5. Embed object-oriented queries into a stand-alone language such as C++ or Java (e.g., SELECT Col.Method() FROM Object). [Usage]<\/p>\r\n<p class=\"import-Standard\">6. Write a stored procedure that deals with parameters and has some control flow, to provide a given functionality. [Usage]<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">1. Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">2. Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">3.<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">4. Chapter 12<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">5. Chapter 12<\/p>\r\n<p class=\"import-Standard\">Chapter 13<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">6. Chapter 12<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h4>CS2023 Shift<\/h4>\r\n<p class=\"import-Standard\">In CS2013, this area was named \u201cInformation Management.\u201d In CS2023, this area is now named \u201cData Management (DM).\u201d This was done in order to \u201cavoid confusion with the similar definitions used in Information Systems and Information Technology curricula.\u201d CS2023 has greater attention to security knowledge area and to society, ethics, and profession knowledge area. CS2023 includes NoSQL approaches and MapReduce as core topics.<\/p>\r\n<p class=\"import-Standard\">This was released in mid-2024 after major work had been completed on this textbook. I have attempted to list where these new learning outcomes appear. My effort may not be accurate. Consider this to be a work in progress.<\/p>\r\n\r\n<table style=\"width: 479.05pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"6\">\r\n<p class=\"import-Standard\"><em>Computer Science Curricula 2023<\/em><sup class=\"import-FootnoteReference\"><em><a id=\"sdfootnote3anc\" href=\"#sdfootnote3sym\">3<\/a><\/em><\/sup> (<a class=\"rId9\" href=\"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3664191\">https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3664191<\/a>)<\/p>\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-top: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Bloom<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote4anc\" href=\"#sdfootnote4sym\">4<\/a><\/sup><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Data<\/strong><strong>: The<\/strong><strong> Role of Data and the Data Life Cycle<\/strong> (Page 115)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote5anc\" href=\"#sdfootnote5sym\">5<\/a><\/sup> 1. The Data Life Cycle: Creation-Processing-Review\/Reporting Retention\/Retrieval Destruction<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 1. Identify the five stages of the Data Life Cycle.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Evaluate<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Core<\/strong><strong>: Core<\/strong><strong> Database Systems Concepts<\/strong> (Pages 115-116)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Explain<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 1. Purpose and advantages of database systems<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 3<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 2. Components of database systems<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 3. Design of Core DBMS functions (e.g., query mechanisms, transaction management, buffer management, access methods)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 4. Database architecture, data independence, and data abstraction<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 5. Transaction management<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 6. Normalization<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 7. Approaches for managing large volumes of data (e.g., NoSQL database systems, use of MapReduce)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 8. How to support CRUD-only applications<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 15<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 9. Distributed databases\/cloud-based systems<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 10. Structured, Semi-structured, and unstructured data<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 11. Use of a declarative query language<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 12. Systems supporting structured and\/or stream content<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 1. Identify at least four advantages that using a database system provides.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 2. Enumerate the components of a (relational) database system.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 3. Follow a query as it is processed by the components of a (relational) database system.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 4. Defend the value of data independence.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 2<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 5. Compose a simple select-project-join query in SQL.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 6. Enumerate the four properties of a correct transaction manager.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 7. Describe the advantages for eliminating duplicate repeated data.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 8. Outline how MapReduce uses parallelism to process data efficiently.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 9. Evaluate the differences between structured and semi\/unstructured databases.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Modeling<\/strong><strong>: Data<\/strong><strong> Modeling<\/strong> (Pages 116-117)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Develop and Explain<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 1. Data modeling<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 4<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 2. Relational data model<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 4<\/p>\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. Conceptual models (e.g., entity-relationship, UML diagrams)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 4<\/p>\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 4. Semi-structured data models (expressed using DTD, XML, or JSON Schema, for example)<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote6anc\" href=\"#sdfootnote6sym\">6<\/a><\/sup><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 5. Spreadsheet models<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 6. Object-oriented models<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 6a. GraphQL<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 7. New features in SQL<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 8. Specialized Data Modeling topics<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 8a. Time series data (aggregation, join)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 8b. Graph data (link traversal)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 8c. Techniques for avoiding inefficient raw data access (e.g., \u201cavg daily price\u201d): materialized views and special data structures (e.g., Hyperloglog, bitmap)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 8d. Geo-Spatial data (e.g., GIS databases)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 1. Describe the components of the relational data model.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 2. Model 1:1, 1:n, and n:m relationships using the relational data model.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 6<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 3. Describe the components of the E-R (or some other non-relational) data model.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 4. Model a given environment using a conceptual data model.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 4<\/p>\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 5. Model a given environment using the document-based or key-value store-based data model.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Relational<\/strong><strong>: Relational<\/strong><strong> Databases<\/strong> (Pages 117-118)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Explain and Develop<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 1. Entity and referential integrity: Candidate key, superkeys<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<p class=\"import-Standard\">Chapter 6<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 2. Relational database design<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. Mapping conceptual schema to a relational schema<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 4. Physical database design: file and storage structures<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 5. Introduction to Functional dependency theory.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 6. Normalization Theory<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 6a. Decomposition of a schema; lossless join, and dependency-preservation properties of a decomposition<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 6b. Normal forms (BCNF)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 6c. Denormalization (for efficiency)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 7. Functional dependency theory<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 7a. Closure of a set of attributes<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 7b. Canonical Cover<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 8. Normalization theory<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 8a. Multi-valued dependency (4NF)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 8b. Join dependency (PJNF, 5NF)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 8c. Representation theory<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 1. Describe the defining characteristics behind the relational data model.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 2. Comment on the difference between a foreign key and a superkey.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 3. Enumerate the different types of integrity constraints.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 3<\/p>\r\n<p class=\"import-Standard\">Chapter 6<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 4. Compose a relational schema from a conceptual schema which contains 1:1, 1:n, and n:m relationships.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 6<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 5. Map appropriate file structure to relations and indices.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 6. Describe how functional dependency theory generalizes the notion of key.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 7. Defend a given decomposition as lossless and or dependency preserving.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 8. Detect which normal form a given decomposition yields.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 9. Comment on reasons for denormalizing a relation.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Querying<\/strong><strong>: Query<\/strong><strong> Construction<\/strong> (Page 118)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Develop<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 1. SQL Query Formation<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">CS Core 1a. Interactive SQL execution<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">CS Core 1b. Programmatic execution of an SQL query<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 13<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 2. Relational Algebra<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 10<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. SQL<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">KA Core 3a. Data definition including integrity and other constraint specifications.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">KA Core 3b. Update sublanguage<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 4. Relational Calculus<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 5. QBE and 4<sup>th<\/sup>-generation environments<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 6. Different ways to invoke non-procedural queries in conventional languages.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 13<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 7. Introduction to other major query languages (e.g., XPATH, SPARQL)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 8. Stored procedures<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 13<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 1. Compose SQL queries that incorporate select, project, join, union, intersection, set difference, and set division.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 2. Determine when a nested SQL query is correlated or not.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO CS Core 3. Iterate over data retrieved programmatically from a database via an SQL query<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 4. Define, in SQL, a relation schema, including all integrity constraints and delete\/update triggers.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 5. Compose an SQL query to update a tuple in a relation.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Processing<\/strong><strong>: Query<\/strong><strong> Processing<\/strong> (Pages 118-119)<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote7anc\" href=\"#sdfootnote7sym\">7<\/a><\/sup><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Develop<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 1. Page structures<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 2. Index structures<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">KA Core 2a. B+ trees<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">KA Core 2b. Hash indices: static and dynamic<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">KA Core 2c. Index creation in SQL<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. File structures<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">KA Core 3a. Heap files<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">KA Core 3b. Hash files<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 4. Algorithms for query operators<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 4a. External Sorting<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 4b. Selection<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 4c. Projection<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote8anc\" href=\"#sdfootnote8sym\">8<\/a><\/sup>; with and without duplication elimination<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 4d. Natural Joins: Nested loop, Sort-merge, Hash join<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 4e. Analysis of algorithm efficiency<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 5. Query transformations<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 6. Query optimization<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 6a. Access paths<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 6b. Query plan construction<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 6c. Selectivity estimation<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 6d. Index-only plans<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 7. Parallel Query Processing (e.g., parallel scan, parallel join, parallel aggregation)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 8. Database tuning\/performance<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 8a. Index selection<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 8b. Impact of indices on query performance<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 8c. Denormalization<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote9anc\" href=\"#sdfootnote9sym\">9<\/a><\/sup><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 1. Describe the purpose and organization of both B+ tree and hash index structures.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 2. Compose an SQL command to create an index<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote10anc\" href=\"#sdfootnote10sym\">10<\/a><\/sup> (any kind).<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 3. Specify the steps for the various query operator algorithms: external sorting, projection with duplicate elimination, sort-merge join, hash-join, block nested-loop join.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 4. Derive the run-time<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote11anc\" href=\"#sdfootnote11sym\">11<\/a><\/sup> (in I\/O requests) for each of the above algorithms.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 5. Transform a query in relational algebra<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote12anc\" href=\"#sdfootnote12sym\">12<\/a><\/sup> to its equivalent appropriate for a left-deep, pipelined execution.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 6. Compute selectivity estimates for a given selection and\/or join operation.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 7. Describe how to modify an index structure to facilitate an index-only operation for a given relation.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 8. For a given scenario decide on which indices to support for the efficient execution of a set of queries.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 9. Describe how DBMSs leverage parallelism to speed up query processing by dividing the work across multiple processors or nodes<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Internals: DBMS Internals<\/strong> (Pages 119-120)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Explain<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 1. DB Buffer Management.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 2. Transaction Management<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 2a. Isolation Levels<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 2b. ACID<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 2c. Serializability<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 2d. Distributed Transactions<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. Concurrency Control<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 3a. 2-Phase Locking<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 3b. Deadlocks handling strategies<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 3c. Quorum-based consistency models<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 4. Recovery Manager<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">KA Core 4a. Relation with Buffer Manager<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 5. Concurrency Control<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 5a. Optimistic concurrency control<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 5b. Timestamp concurrency control<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 6. Recovery Manager<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 6a. Write-Ahead logging<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 6b. ARIES recovery system (Analysis, REDO, UNDO)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 1. Describe how a DBMS manages its Buffer Pool.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 2. Describe the four properties for a correct transaction manager.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 11<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. Outline the principle of serializability.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-NoSQL<\/strong><strong>: NoSQL<\/strong><strong> Systems (Pages 120-121)<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Explain<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 1. Why NoSQL? (e.g., Impedance mismatch between Application [CRUD] and RDBMS)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 4<\/p>\r\n<p class=\"import-Standard\">Chapter 8<\/p>\r\n<p class=\"import-Standard\">Chapter 15<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 2. Key-Value and Document data model<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 8<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 3. Storage systems (e.g., Key-Value systems, Data Lakes)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 8<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 4. Distribution Models (Update and Read, Quorum consistency, CAP theorem)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 5. Graph Databases<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 8<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 6. Consistency Models (Update and Read, Quorum consistency, CAP theorem)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 7. Processing model (e.g., Map-Reduce, multi-stage map-reduce, incremental map-reduce)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 8. Case Studies: Cloud storage systems (e.g., S3); Graph databases; \u201cWhen not to use NoSQL\u201d<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 1. Develop a use case for the use of NoSQL over RDBMS<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 4<\/p>\r\n<p class=\"import-Standard\">Chapter 8<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">ILO KA Core 2. Describe the defining characteristics behind Key-Value and Document-based data models<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 8<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Security<\/strong><strong>: Data<\/strong><strong> Security and Privacy (Page 121)<\/strong><sup class=\"import-FootnoteReference\"><strong><a id=\"sdfootnote13anc\" href=\"#sdfootnote13sym\">13<\/a><\/strong><\/sup><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Explain<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 1. Differences between data security and data privacy.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 2. Protecting data and database systems from attacks, including injection attacks such as SQL injection<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Chapter 13<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 3. Personally identifying information (PII) and its protection.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">CS Core 4. Ethical considerations in ensuring the security and privacy of data.<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote14anc\" href=\"#sdfootnote14sym\">14<\/a><\/sup><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 5. Need for, and different approaches to securing data at rest, in transit, and during processing.<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote15anc\" href=\"#sdfootnote15sym\">15<\/a><\/sup><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 6. Database auditing and its role in digital forensics.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 7. Data inferencing and preventing attacks.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 8. Laws and regulations governing data security and data privacy<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 9. Typical risk factors and prevention measures for ensuring data integrity<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 10. Ransomware and prevention of data loss and destruction.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 1. Describe the differences in the goals for data security and data privacy.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 2. Identify and mitigate risks associated with different approaches to protecting data.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. Describe legal and ethical considerations of end-to-end data security and privacy.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 4. Develop a database auditing system given risk considerations.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 5. Apply several data exploration approaches to understanding unfamiliar datasets.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Analytics<\/strong><strong>: Data<\/strong><strong> Analytics (Page 121-122)<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Explain<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 1. Exploratory data techniques (motivation, representation, descriptive statistics, visualizations)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 2. Data science lifecycle: business understanding, data understanding, data preparation, modeling, evaluation, deployment, and user acceptance<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. Data mining and machine learning algorithms: e.g., classification, clustering, association, regression<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 4. Data acquisition and governance.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 5. Data security and privacy considerations<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 6. Data fairness and bias<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 7. Data visualization techniques and their use in data analytics<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 8. Entity Resolution<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 1. Describe several data exploration approaches, including visualization, to understanding unfamiliar datasets.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 2. Apply several data exploration approaches to understanding unfamiliar datasets.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. Describe basic machine learning\/data mining algorithms and when they are appropriate for use.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 4. Apply several machine learning\/data mining algorithms.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 5. Describe legal and ethical considerations in acquiring, using, and modifying datasets.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 6. Describe issues of fairness and bias in data collection and usage.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Distributed<\/strong><strong>: Distributed<\/strong><strong> Databases\/Cloud Computing (Page 122)<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 1. Distributed DBMS<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 1a. Distributed data storage<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 1b. Distributed query processing<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 1c. Distributed transaction model<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 1d. Homogeneous and heterogeneous solutions<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 1e. Client-server distributed databases<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 2. Parallel DBMS<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 2a. Parallel DBMS architectures: shared memory, shared disk, shared nothing<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 2b. Speedup and scale-up, e.g., use of the MapReduce processing model<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 2c. Data replication and weak consistency models<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\"><strong>DM-Unstructured<\/strong><strong>: Semi<\/strong><strong>-structured and Unstructured Databases (Pages 122-123)<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 1. Vectorized unstructured data (text, video, audio, etc.) and vector storage<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">Non-core1a. TF-IDF Vectorized with ngram<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">Non-core 1b. Word2Vec<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">Non-core 1c. Array database or array data type handling<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Non-core 2. Semi-structured databases (e.g., JSON)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 2a. Storage<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\r\n<p class=\"import-Standard\">Non-core 2ai. Encoding and compression of nested data types<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 2b. Indexing<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\r\n<p class=\"import-Standard\">Non-core 2bi. Btree, skip index, Bloom filter<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\r\n<p class=\"import-Standard\">Non-core 2bii. Inverted index and bitmap compression<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\r\n<p class=\"import-Standard\">Non-core 2biii. Space filling curve indexing for semi-structured geo-data<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Non-core 2c. Query processing for OLTP and OLAP use cases<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\r\n<p class=\"import-Standard\">Non-core 2ci. Insert, Select, update, and delete tradeoffs<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\r\n<p class=\"import-Standard\">DM-SEP: Society, Ethics, and the Profession (Page 123)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\">Explain<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 1. Enumerate three social and three legal issues related to large data collections.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 2. Describe the value of data privacy.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 3. Identify the competing stakeholders with respect to data ownership.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 4. Enumerate three negative unintended consequences from a given (well known) data-centric application (e.g., Facebook, LastPass, Ashley Madison)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 5. Describe the meaning of data provenance and lineage.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">KA Core 6. Identify how a database might contribute to data security as well as how it may introduce insecurities.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h3><a id=\"_Toc187605196\"><\/a>Cybersecurity<\/h3>\r\n<table style=\"width: 467.75pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Cybersecurity Curricula 2017 (<a class=\"rId10\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/csec2017.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/csec2017.pdf<\/a>)<\/p>\r\n<p class=\"import-Standard\">Cybersecurity encompasses many areas such as database management. (Page 17)<\/p>\r\n<p class=\"import-Standard\">There are no specific learning outcomes. The best list comes from the National Security Agency.<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">4.1 Knowledge Area: Data Security<\/p>\r\n<p class=\"import-Standard\">This focuses on the protection of data at rest, during processing, and in transit.<\/p>\r\n<p class=\"import-Standard\">CSEC2017 does have topics that address database security.<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">4.7 Knowledge Area: Organizational Security (Page 59)<\/p>\r\n<p class=\"import-Standard\">This focuses on protecting organizations from cybersecurity threats and managing risk.<\/p>\r\n<p class=\"import-Standard\">CSEC2017 does have topics that address this knowledge area:<\/p>\r\n\r\n<ul>\r\n \t<li>Risk: One topic is about identifying the information assets in an organization.<\/li>\r\n \t<li>Systems Administration<\/li>\r\n \t<li>Database system administration<\/li>\r\n \t<li>System hardening commonly used systems such as database systems.<\/li>\r\n<\/ul>\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h3><a id=\"_Toc187605197\"><\/a>Data Science<\/h3>\r\n<table style=\"width: 479.05pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Computing Competencies for Undergraduate Data Science Curricula (<a class=\"rId11\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/dstf_ccdsc2021.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/dstf_ccdsc2021.pdf<\/a>)<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote16anc\" href=\"#sdfootnote16sym\">16<\/a><\/sup><\/p>\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Data Mining (DM) (Page 74)<\/p>\r\n<p class=\"import-Standard\">This involves the processing, analysis, and presentation of data in order to gain valuable information.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 47.65pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"2\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\" rowspan=\"2\">\r\n<p class=\"import-Standard\">DM-Information Retrieval \u2013 T2 (Pages 80-81)<\/p>\r\n<p class=\"import-Standard\">This is about identifying and retrieving information from a large data set. Some of the data may be in a database.<\/p>\r\n<p class=\"import-Standard\">Students need to have knowledge of<\/p>\r\n\r\n<ul>\r\n \t<li>The techniques for creating and searching relational databases systems.<\/li>\r\n \t<li>Various relational, non-relational, and other database formats.<\/li>\r\n<\/ul>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 47.6pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 8<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Skills<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Create and use a relational database structure using SQL.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Data Integrity (DPSIA\/DI) (page 89)<\/p>\r\n<p class=\"import-Standard\">This is about the completeness, accuracy, and consistency of data. One part of the data life cycle is storing and retrieving.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">DPSIA\/DI Logical Integrity \u2013 T1 (Page 89)<\/p>\r\n<p class=\"import-Standard\">Students need to have knowledge of<\/p>\r\n\r\n<ul>\r\n \t<li>Types of integrity constraints in database systems<\/li>\r\n \t<li>Entity integrity, referential integrity, domain integrity, user-defined integrity<\/li>\r\n<\/ul>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 3<\/p>\r\n<p class=\"import-Standard\">Chapter 6<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Programming, Data Structures, and Algorithms (PDA) (Page 111)<\/p>\r\n<p class=\"import-Standard\">This is about the tools for data collection and analysis.<\/p>\r\n<p class=\"import-Standard\">One competency is the need to write appropriate database queries.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">PDA-Programming (Page 112-113)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Skills<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Manipulate data from selected sources (e.g., databases, spreadsheets, text documents, XML) utilizing appropriate techniques (e.g., database queries, API calls, regular expressions).<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<p class=\"import-Standard\">Chapter 12<\/p>\r\n<p class=\"import-Standard\">Chapter 13<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Software Development and Maintenance (SDM) (Page 119)<\/p>\r\n<p class=\"import-Standard\">There is a statement that this area draws from CS2012 knowledge area on software engineering.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">SDM-Software Design and Development (page 119)<\/p>\r\n<p class=\"import-Standard\">Students need to have T1 level of knowledge of<\/p>\r\n\r\n<ul>\r\n \t<li>Integration with Information Management\/Database systems<\/li>\r\n<\/ul>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 12<\/p>\r\n<p class=\"import-Standard\">Chapter 13<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Skills (Page 120)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Describe how to integrate or interact with Information Management\/Database Systems.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 12<\/p>\r\n<p class=\"import-Standard\">Chapter 13<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h3><a id=\"_Toc187605198\"><\/a>Information Systems (Also written as \u201cComputer Information Systems.\u201d)<\/h3>\r\n<table style=\"width: 479.3pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\"><em>IS 2020: A Competency Model for Undergraduate Programs in Information Systems<\/em> (<a class=\"rId12\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/is2020.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/is2020.pdf<\/a>)<\/p>\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">A3.2 Data \/ Information Competency Realm (Page 101)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">A3.2.1 Competency Area \u2013 Data \/ Information Management (Page 101)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<ul>\r\n \t<li>Query the relational model (Page 102)<\/li>\r\n<\/ul>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<ul>\r\n \t<li>Design relational databases (Page 103)<\/li>\r\n<\/ul>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 4<\/p>\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<ul>\r\n \t<li>Programming database systems using functions and triggers (Page 103)<\/li>\r\n<\/ul>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 12<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<ul>\r\n \t<li>Secure a database (Page 103)<\/li>\r\n<\/ul>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\" style=\"margin-left: 0.8pt\">Chapter 12<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<ul>\r\n \t<li>Compare tradeoffs of different concurrency modes (Page 103)<\/li>\r\n<\/ul>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\" style=\"margin-left: 0.8pt\">Chapter 8<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<ul>\r\n \t<li>Develop non-relational models (Page 104)<\/li>\r\n<\/ul>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\" style=\"margin-left: 0.8pt\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h3><a id=\"_Toc187605199\"><\/a>Information Technology<\/h3>\r\n<table style=\"width: 479.05pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"6\">\r\n<p class=\"import-Standard\"><em>Information Technology Curricula 2017 (IT2017)<\/em> (<a class=\"rId13\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/it2017.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/it2017.pdf<\/a>)<\/p>\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"5\">\r\n<p class=\"import-Standard\">ITE-IMA Domain: Information Management (Page 56) for all listed competencies.)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\r\n<p class=\"import-Standard\">Competencies<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">A. Express how the growth of the internet and demands for information have changed data handling and transactional and analytical processing, and led to the creation of special purpose databases. (Requirements)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">B. Design and implement a physical model based on appropriate organization rules for a given scenario including the impact of normalization and indexes. (Requirements and development)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">C. Create working SQL statements for simple and intermediate queries to create and modify data and database objects to store, manipulate and analyze enterprise data. (Testing and performance)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">D. Analyze ways data fragmentation<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote17anc\" href=\"#sdfootnote17sym\">17<\/a><\/sup>, replication, and allocation affect database performance in an enterprise environment. (Integration and evaluation)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">E. Perform major database administration tasks such as create and manage database users, roles and privileges, backup, and restore database objects to ensure organizational efficiency, continuity, and information security. (Testing and performance)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Roles were mentioned in Chapter 11, but the usage part was not done.<\/p>\r\n<p class=\"import-Standard\">Chapter 12<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Subdomains (Page 92)<\/p>\r\n<p class=\"import-Standard\">L1: A minimal degree of engagement.<\/p>\r\n<p class=\"import-Standard\">L2: A medium degree of engagement.<\/p>\r\n<p class=\"import-Standard\">L3: A large degree of engagement.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">ITE-IMA-01 Perspectives and impact [L1] (Page 92 for this section.)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">a. Describe how data storage and retrieval has changed over time.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">b. Justify the advantages of a database approach compared to traditional file processing.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">c. Describe how the growth of the internet and demands for information for users outside the organization (customers and suppliers) impact data handling and processing.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">d. Tell a brief history of database models and their evolution.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 1<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">ITE-IMA-02 Data-information concepts [L2] (Page 92 for this section.)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">a. Describe the role of data, information, and databases in organizations.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 2<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">b. Compare and use key terms such as: information, data, database, database management system, metadata, and data mining.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 2<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">c. Illustrate data quality, accuracy, and timeliness, and explain how their absence will impact organizations.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 6<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">d. Describe mechanisms for data collection and their implications (automated data collection, input forms, sources).<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">e. Describe basic issues of data retention, including the need for retention, physical storage, backup, and security.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">ITE-IMA-03 Data modeling [L3] (Page 92 for this section.)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">a. Design Entity Relationship diagrams based on appropriate organizational rules for a given scenario.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 5<\/p>\r\n<p class=\"import-Standard\">Chapter 6<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">b. Describe the relationship between a logical model and a physical model.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 4<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">c. Evaluate importance of database constraints.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 3<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">d. Design a physical model for the best performance including impact of normalization and indexes<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote18anc\" href=\"#sdfootnote18sym\">18<\/a><\/sup>.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">e. Compare and contrast the differences and similarities between the relational and the dimensional data modeling (OLTP vs. OLAP)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">ITE-IMA-04 Database query languages [L3] (Page 92 for this section.)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">a. Create, modify, and query database objects using the Structured Query Language (SQL).<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">b. Perform filtering and sorting data using various clauses including where, order by, between, like, group by, and having.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">c. Use joins to select data across multiple tables.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">d. Use embedded SQL queries.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 12<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">e. Perform calculations in a query using calculated fields and aggregate functions.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">f. Create updatable and non-updatable views<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 12<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">ITE-IMA-05 Data organization architecture [L3] (Page 92 for this section.)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">a. Demonstrate select, project, union, intersection, set difference, and natural join relational operations using simple example relations provided.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">b. Contrast and compare relational databases concepts and non-relational databases including object-oriented, XML, NewSQL and NoSQL databases.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 8<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">c. Express the relationship between functional dependencies and keys, and give examples.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 7<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">d. Evaluate data integrity and provide examples of entity and referential integrity.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 3<\/p>\r\n<p class=\"import-Standard\">Chapter 6<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">e. Analyze how data fragmentation, replication and allocation affect database performance.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">ITE-IMA-06 Special-purpose databases [L1] (Page 92 for this section.)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">a. Describe major concepts of object oriented, XML, NewSQL, and NoSQL databases.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 8<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">b. Demonstrate an understanding of online analytical processing and data warehouse systems.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">c. Describe methods of data mining and what insights may be gained by these methods.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">ITE-IMA-07 Managing the database environment [L2] (Page 92 for this section.)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">a. Contrast and compare data administration and database administration.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">b. Describe tasks commonly performed by database administrators.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">c. Create and manage database users, roles, and privileges<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote19anc\" href=\"#sdfootnote19sym\">19<\/a><\/sup>.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">d. Consider the concept of database security and backup and recovery.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 3<\/p>\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">e. Evaluate the importance of metadata in database environment.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 3<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h3><a id=\"_Toc187605200\"><\/a>Software Engineering<\/h3>\r\n<table style=\"width: 479.05pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\r\n<p class=\"import-Standard\">Software Engineering 2014 (<a class=\"rId14\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/se2014.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/se2014.pdf<\/a> )<\/p>\r\n<p class=\"import-Standard\">From page 27, the cognitive skill level for each topic is specified as follows:<\/p>\r\n<p class=\"import-Standard\">\u2022 <strong>Knowledge<\/strong> (k): Remembering previously learned material. Test observation and recall of information; that is, \u201cbring to mind the appropriate information\u201d (such as dates, events, places, knowledge of major ideas, and mastery of subject matter).<\/p>\r\n<p class=\"import-Standard\">\u2022 <strong>Comprehension<\/strong> (c): Understanding information and the meaning of material presented. For example, being able to translate knowledge to a new context, interpret facts, compare, contrast, order, group, infer causes, predict consequences, and so forth.<\/p>\r\n<p class=\"import-Standard\">\u2022 <strong>Application<\/strong> (a): Using learned material in new and concrete situations. For example, using information, methods, concepts, and theories to solve problems requiring the skills or knowledge presented.<\/p>\r\n<p class=\"import-Standard\">The exact details are not provided.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Computing Essentials (Page 28)<\/p>\r\n<p class=\"import-Standard\">This includes the computer science foundations that support software product design and construction.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">CMP.cf.10 Database fundamentals Comprehension coverage. And is essential part of the core. (Page 29)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapter 2<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\r\n<p class=\"import-Standard\">Software Design (Page 32)<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">DES.dd.2 Database design At the application level. And is an essential part of the core.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h2><a id=\"_Toc187605201\"><\/a>United States National Security Agency (NSA)<\/h2>\r\n<p class=\"import-Standard\">In 2024 CAE Cyber Defense (CAE-CD) Knowledge Units document (<a class=\"rId15\" href=\"https:\/\/dl.dod.cyber.mil\/wp-content\/uploads\/cae\/pdf\/unclass-cae-cd_ku.pdf\">https:\/\/dl.dod.cyber.mil\/wp-content\/uploads\/cae\/pdf\/unclass-cae-cd_ku.pdf<\/a>), there are three Knowledge Units that specifically address databases:<\/p>\r\n\r\n<ul>\r\n \t<li>Data Administration (DBA) (Page 53)<\/li>\r\n \t<li>Database Management systems (DMS) (Page 56)<\/li>\r\n \t<li>Databases (DAT) (Page 58)<\/li>\r\n<\/ul>\r\n<p class=\"import-Standard\">The National Security Agency\u2019s Knowledge Units have an arrangement that follows this scheme:<\/p>\r\n\r\n<ul>\r\n \t<li>Introduction<\/li>\r\n \t<li>Learning Outcomes<\/li>\r\n \t<li>Topics<\/li>\r\n \t<li>Vocabulary<\/li>\r\n \t<li>Related Knowledge Units<\/li>\r\n \t<li>Most Related DCWF and\/or NICE Framework Work Role(s)<\/li>\r\n<\/ul>\r\n<p class=\"import-Standard\">We will only list the learning outcomes. Many of the topics will be covered in the chapters.<\/p>\r\n\r\n<h3><a id=\"_Toc187605202\"><\/a>Data Administration (DBA)<\/h3>\r\n<table style=\"width: 478.5pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><strong>Data Administration (DBA)<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">The intent of the Data Administration Knowledge Unit is to provide students with methods to protect the confidentiality, integrity, and availability of data throughout the data life cycle.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 11.65pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"5\">\r\n<p class=\"import-Standard\"><strong>Outcomes<\/strong><\/p>\r\n<p class=\"import-Standard\">To complete this KU, students should be able to:<\/p>\r\n<p class=\"import-Standard\">1. Draw and describe a data and information lifecycle, identifying specific and general security issues at all stages.<\/p>\r\n<p class=\"import-Standard\">2. Define and evaluate data and information quality, accessibility, and utility.<\/p>\r\n<p class=\"import-Standard\">3. Examine how the origination, change, distribution, storage, and deletion of information is managed and secured.<\/p>\r\n<p class=\"import-Standard\">4. Compare and contrast data and information ownership, stewardship, management, possession, and governance.<\/p>\r\n<p class=\"import-Standard\">5. Outline the role of data and information classification in security.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><strong>1<\/strong><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 15.7pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><strong>2<\/strong><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 42.9pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><strong>3<\/strong><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 42.9pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><strong>4<\/strong><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 42.9pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><strong>5<\/strong><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h3><a id=\"_Toc187605203\"><\/a>Database Management Systems (DMS)<\/h3>\r\n<table style=\"width: 478.5pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><strong>Database Management Systems (DMS)<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">The intent of the Database Management Systems Knowledge Unit is to provide students with the skills to utilize database management system to solve specific problems<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 45.6pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"6\">\r\n<p class=\"import-Standard\"><strong>Outcomes<\/strong><\/p>\r\n<p class=\"import-Standard\">To complete this KU, students should be able to:<\/p>\r\n<p class=\"import-Standard\">1. Compare and contrast database types including relational, hierarchical, distributed, and other models.<\/p>\r\n<p class=\"import-Standard\">2. Describe the role of a database, a DBMS, and a database server within a complex system supporting multiple applications.<\/p>\r\n<p class=\"import-Standard\">3. Apply SQL to create and administer databases and to manipulate the data they contain.<\/p>\r\n<p class=\"import-Standard\">4. Describe DBMS access controls, privilege levels, and security principles and apply them to a simple database.<\/p>\r\n<p class=\"import-Standard\">5. Outline common structures for storing data in a database management system.<\/p>\r\n<p class=\"import-Standard\">6. Design and deploy a simple database for a specified application.<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">1. Chapter 2<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 45.6pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">2. Chapter 2<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 45.6pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">3. Chapter 9<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 19.75pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">4. Chapter 12<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 22.9pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">5<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 22.85pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">6. This is the running project.<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h3><a id=\"_Toc187605204\"><\/a>Databases (DAT)<\/h3>\r\n<table style=\"width: 478.5pt\">\r\n<tbody>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><strong>Databases (DAT)<\/strong><\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\"><\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">The intent of the Databases Knowledge Unit is to teach students how database systems are used, managed, and issues associated with protecting the associated data assets<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">Chapters<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 20.65pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"3\">\r\n<p class=\"import-Standard\"><strong>Outcomes<\/strong><\/p>\r\n<p class=\"import-Standard\">To complete this KU, students should be able to:<\/p>\r\n<p class=\"import-Standard\">1. Describe the role of a database, a database management system (DBMS), and a database server within a complex system supporting one or more applications.<\/p>\r\n<p class=\"import-Standard\">2. Outline different models for databases and cases where they may be used.<\/p>\r\n<p class=\"import-Standard\">3. Identify and describe common security concerns in databases and database management systems<\/p>\r\n<\/td>\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">1. Chapter 2<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 20.65pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">2. Chapter 2<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr class=\"TableNormal-R\" style=\"height: 49.25pt\">\r\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\r\n<p class=\"import-Standard\">3.<\/p>\r\n<\/td>\r\n<\/tr>\r\n<tr>\r\n<td><\/td>\r\n<td><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h2><a id=\"_Toc187605205\"><\/a>Association of Information Technology Professionals (CIPS)<\/h2>\r\n<p class=\"import-Standard\">Canada\u2019s Association of Information Technology Professionals (CIPS, <a class=\"rId16\" href=\"https:\/\/cips.ca\">https:\/\/cips.ca<\/a>) is an accreditation agency just like the Computing Accreditation Commission of the ABET. At this writing, the CIPS does not have any specific guidance concerning information management nor about databases.<\/p>\r\n\r\n<h2><a id=\"_Toc187605206\"><\/a>New Chapters<\/h2>\r\n<p class=\"import-Standard\">In addition to embracing the best practice of using learning outcomes from two major credentialing agencies, we have added more information to the current chapters, combined some chapters, and added new chapters. The new chapters are:<\/p>\r\n\r\n<ul>\r\n \t<li>Chapter 10: \u201cRelational Algebra, Relational Calculus, and Relational Theory\u201d<\/li>\r\n \t<li>Chapter 11: \u201cUnder the Hood of the SQL Server\u201d<\/li>\r\n \t<li>Chapter 12: \u201cProtecting the DBMS\u201d<\/li>\r\n \t<li>Chapter 13: \u201cPrograms to Work with a Database\u201d<\/li>\r\n \t<li>Chapter 14: \u201cAn Example Website with Ca Database Connection\u201d<\/li>\r\n \t<li>Chapter 15: \u201cMore on an Example Website with a Database Connection\u201d<\/li>\r\n<\/ul>\r\n<p class=\"import-Standard\">A running design project has been added. After a topic has been introduced, then a submodule uses questions to guide students to create their own final project.<\/p>\r\n\r\n<h2><a id=\"_Toc187605207\"><\/a>Licensing<span class=\"import-FootnoteReference\"><a id=\"sdfootnote20anc\" href=\"#sdfootnote20sym\">20<\/a><\/span><\/h2>\r\n<p class=\"import-Standard\">This text is released under the Creative Commons license Attribution-NonCommercial-NoDerivs. This text is like a conventional book, in other words, except that it is free. You may copy the work and distribute it to others for any noncommercial use (and for some commercial uses; see below), but all reuse requires attribution.<\/p>\r\n<p class=\"import-Standard\">The Creative Commons license does not precisely spell out what constitutes \u201cnoncommercial\u201d use. The author considers any sale of printed copies of this book, even by a non-profit organization and even if the price just covers expenses, to be commercial use. Personal printing, and free distribution of printed selections, do qualify as noncommercial.<\/p>\r\n\r\n<h2><a id=\"_Toc187605208\"><\/a>Classroom Use<\/h2>\r\n<p class=\"import-Standard\">This book is meant as a serious and more-or-less thorough text for an introductory college or graduate course in databases. The contents have been carefully researched, with consistent notation and style, and complete with diagrams and exercises.<\/p>\r\n<p class=\"import-Standard\">Instructors who adopt this book in a course, as either a primary or a secondary text, are strongly encouraged to let us know, as this helps support continued work on the book. Below is a list of the institutions that have adopted our book. Commercial publishers get this information from sales records, but that won\u2019t work here; if you want to see your institution listed, contact us!<\/p>\r\n\r\n<ul>\r\n \t<li>Douglas College\r\n<ul>\r\n \t<li>CSIS 230 Database I<\/li>\r\n<\/ul>\r\n<\/li>\r\n \t<li>Kwantlen Polytechnic University\r\n<ul>\r\n \t<li>INFO 2312 Database Management Systems<\/li>\r\n<\/ul>\r\n<\/li>\r\n \t<li>University of Maine at Presque Isle\r\n<ul>\r\n \t<li>COS 350 Databases and Database Management Systems (Fall 2021 and Fall 2023)<\/li>\r\n<\/ul>\r\n<\/li>\r\n<\/ul>\r\n<h2><a id=\"_Toc187605209\"><\/a>Acknowledgments<\/h2>\r\n<p class=\"import-Standard\">We would like to thank the many Douglas College students that have provided invaluable feedback on the text and on the exercises. We would like to thank the following people from outside of Douglas College who have contributed technical or editorial comments. If we have missed anyone or their institution, please let us know.<\/p>\r\n<p class=\"import-Standard\">For the third edition, I wish to thank Nelson Eng for his feedback and for his encouragement. This has been a labor of love. It is not perfect. I expect there are some typos and some paragraphs that need to be revised. I hope I can work on the fourth edition.<\/p>\r\n<p class=\"import-Standard\">Fred L. Strickland, Ph.D.<\/p>\r\n<p class=\"import-Standard\">Patent Examiner<\/p>\r\n<p class=\"import-Standard\">United States Patent and Trademark Office.<\/p>\r\n\r\n<h2><a id=\"_Toc187605210\"><\/a>Progress Notes<\/h2>\r\n<p class=\"import-Standard\">The third edition was started in early 2024. The third edition was declared complete as of xxx 202x.<\/p>\r\n\r\n<h2><a id=\"_Toc187605211\"><\/a>Technical Considerations<\/h2>\r\n<p class=\"import-Standard\">The book was prepared on my computer using Microsoft Word. There was a brief period when Microsoft Word stopped working and I had to resort to using LibreOffice Writer. Then I uploaded each part to the BC Campus\u2019 PressBooks website. I had to do some format corrections.<\/p>\r\n\r\n<h2><a id=\"_Toc187605212\"><\/a>A Note on the Cover<\/h2>\r\n<p class=\"import-Standard\">The photograph is of a spiral staircase.<\/p>\r\n\r\n<h2><a id=\"_Toc187605213\"><\/a>References<\/h2>\r\n<p class=\"import-Standard\">Matthew Hertz. \u201cWhat Do \u2018CS1\u2019 and \u2018CS2\u201d Mean? Investigating Differences In the Early Courses.\u201d <em>SIGCSE\u201910<\/em><em>: Proceedings<\/em><em> of the 41<\/em><sup><em>st<\/em><\/sup><em> ACM technical symposium on Computer science <\/em><em>e<\/em><em>ducation, <\/em>Pages 199-203, March 10-13, 2010. The actual paper is available at https:\/\/cse.buffalo.edu\/~mhertz\/meaning-sigcse-2010.pdf<\/p>\r\n&nbsp;\r\n<div id=\"sdfootnote1sym\"><a href=\"#sdfootnote1anc\">1<\/a>We collected all learning outcomes from a section. If we have no plans to cover a specific learning outcome, then there are no references to a chapter.<\/div>\r\n<div id=\"sdfootnote2sym\"><a href=\"#sdfootnote2anc\">2<\/a> You can find the coversheet of Dr. Chris Bourke\u2019s computer science textbook at https:\/\/github.com\/cbourke\/CS1\/blob\/main\/versions-PDF\/<i>Computer<\/i>ScienceOne_v1.3.5.pdf The citation is Chris Bourke. Computer<i> Science I<\/i><i> Version 1.3.5<\/i>, Department of Computer Science &amp; Engineering, April 7, 2018. https:\/\/bitbucket.org\/chrisbourke\/computersciencei\/src\/master\/ComputerScienceOne.pdf and https:\/\/github.com\/cbourke\/CS1<\/div>\r\n<div id=\"sdfootnote3sym\"><a href=\"#sdfootnote3anc\">3<\/a> This has a cover date of 2023. The publication date is January 2024. The ACM website has the publication date of May 30, 2024.<\/div>\r\n<div id=\"sdfootnote4sym\"><a href=\"#sdfootnote4anc\">4<\/a> The Bloom taxonomy was applied to the topics, not to the learning outcomes. As explained in the next footnote, a knowledge unit has topics and learning outcomes. There may be more topics than learning outcomes. The listed Bloom taxonomy skill level may not align completely. These came from page 352 and following.<\/div>\r\n<div id=\"sdfootnote5sym\"><a href=\"#sdfootnote5anc\">5<\/a> The ACM has Computer Science (CS) Core topics that every computer science graduate must know. The Knowledge Area (KA) Core are elective topics that are not required of every computer science graduate. \u201c\u2026 a curriculum is expected to cover a considerable percentage of elective topics.\u201d Each knowledge unit has some learning outcomes. These are \u201cmeant to be descriptive, not prescriptive.\u201d That is, not every listed topic has a linked learning outcome. An institution may add more learning outcomes. For this textbook, we will only cover the presented learning outcomes.<\/div>\r\n<div id=\"sdfootnote6sym\"><a href=\"#sdfootnote6anc\">6<\/a> JSON tends to be used on websites. I did not address JSON, XML, and the related in the web development part of tis textbook.<\/div>\r\n<div id=\"sdfootnote7sym\"><a href=\"#sdfootnote7anc\">7<\/a> Many of these topics are covered in a data structures course.<\/div>\r\n<div id=\"sdfootnote8sym\"><a href=\"#sdfootnote8anc\">8<\/a> Projection is covered in relational algebra part of a course.<\/div>\r\n<div id=\"sdfootnote9sym\"><a href=\"#sdfootnote9anc\">9<\/a> This topic is covered in a database design part of a course.<\/div>\r\n<div id=\"sdfootnote10sym\"><a href=\"#sdfootnote10anc\">10<\/a> I mentioned indexing, but I did not go very far. I stated that Microsoft SQL Server will automatically generate indexes on a table.<\/div>\r\n<div id=\"sdfootnote11sym\"><a href=\"#sdfootnote11anc\">11<\/a> Run-time calculations are normally taught in an operating systems course.<\/div>\r\n<div id=\"sdfootnote12sym\"><a href=\"#sdfootnote12anc\">12<\/a> I talk about how to translate between a query and a relational algebra expression. I do not discuss left-deep, pipelined execution.<\/div>\r\n<div id=\"sdfootnote13sym\"><a href=\"#sdfootnote13anc\">13<\/a> These topics could be addressed in a cybersecurity program.<\/div>\r\n<div id=\"sdfootnote14sym\"><a href=\"#sdfootnote14anc\">14<\/a> Ethics could be added to this course. I did not address this topic, because the textbook is long enough at 15 chapters.<\/div>\r\n<div id=\"sdfootnote15sym\"><a href=\"#sdfootnote15anc\">15<\/a> This could be addressed in a cybersecurity program.<\/div>\r\n<div id=\"sdfootnote16sym\"><a href=\"#sdfootnote16anc\">16<\/a>I have been using the abbreviation for each computing sub discipline based on the title from the PDF file name. That has worked out to being two-letter codes. The ACM did not do that for the data science sub discipline. They used \u201cccdsc.\u201d I decided to go with \u201cDS\u201d as the abbreviation.<\/div>\r\n<div id=\"sdfootnote17sym\"><a href=\"#sdfootnote17anc\">17<\/a> This is a topic that is covered in an operating systems course.<\/div>\r\n<div id=\"sdfootnote18sym\"><a href=\"#sdfootnote18anc\">18<\/a> A physical model captures what the customer wants in a database. The work of making it work best comes later on.<\/div>\r\n<div id=\"sdfootnote19sym\"><a href=\"#sdfootnote19anc\">19<\/a> In Chapter 11 and in Chapter 12, I address database access. I did not tell how to do this.<\/div>\r\n<div id=\"sdfootnote20sym\"><a href=\"#sdfootnote20anc\">20<\/a>The words on this page and following were borrowed from another author\u2019s preface. Peter L. Dordal, An Introduction to Computer Networks, Desktop Edition 2.0.11, http:\/\/intronetworks.cs.luc.edu\/current2\/html\/preface.html<\/div>\r\n<\/div>","rendered":"<div class=\"preface-for-database-design-\u2013-3rd-edition\">\n<p class=\"import-TOCHeading\">Contents<\/p>\n<p class=\"import-TOC1\"><a href=\"#_Toc187605190\"><span class=\"import-Hyperlink\">Preface for Database Design \u2013 3<\/span><sup class=\"import-Hyperlink\">rd<\/sup><span class=\"import-Hyperlink\"> Edition<\/span>1<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605191\"><span class=\"import-Hyperlink\">The Past Editions<\/span>1<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605192\"><span class=\"import-Hyperlink\">The Present Edition<\/span>2<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605193\"><span class=\"import-Hyperlink\">Association of Computing Machinery (ACM)<\/span>3<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605194\"><span class=\"import-Hyperlink\">Computer Engineering<\/span>3<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605195\"><span class=\"import-Hyperlink\">Computer Science<\/span>3<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605196\"><span class=\"import-Hyperlink\">Cybersecurity<\/span>13<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605197\"><span class=\"import-Hyperlink\">Data Science<\/span>14<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605198\"><span class=\"import-Hyperlink\">Information Systems (Also written as \u201cComputer Information Systems.\u201d)<\/span>15<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605199\"><span class=\"import-Hyperlink\">Information Technology<\/span>15<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605200\"><span class=\"import-Hyperlink\">Software Engineering<\/span>18<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605201\"><span class=\"import-Hyperlink\">United States National Security Agency (NSA)<\/span>18<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605202\"><span class=\"import-Hyperlink\">Data Administration (DBA)<\/span>19<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605203\"><span class=\"import-Hyperlink\">Database Management Systems (DMS)<\/span>19<\/a><\/p>\n<p class=\"import-TOC3\" style=\"margin-left: 22pt\"><a href=\"#_Toc187605204\"><span class=\"import-Hyperlink\">Databases (DAT)<\/span>20<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605205\"><span class=\"import-Hyperlink\">Association of Information Technology Professionals (CIPS)<\/span>20<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605206\"><span class=\"import-Hyperlink\">New Chapters<\/span>21<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605207\"><span class=\"import-Hyperlink\">Licensing<\/span>22<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605208\"><span class=\"import-Hyperlink\">Classroom Use<\/span>22<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605209\"><span class=\"import-Hyperlink\">Acknowledgments<\/span>22<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605210\"><span class=\"import-Hyperlink\">Progress Notes<\/span>23<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605211\"><span class=\"import-Hyperlink\">Technical Considerations<\/span>23<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605212\"><span class=\"import-Hyperlink\">A Note on the Cover<\/span>23<\/a><\/p>\n<p class=\"import-TOC2\" style=\"margin-left: 11pt\"><a href=\"#_Toc187605213\"><span class=\"import-Hyperlink\">References<\/span>24<\/a><\/p>\n<h2><a id=\"_Toc187605191\"><\/a>The Past Editions<\/h2>\n<p class=\"import-Standard\">The first edition was released sometime before 2014.<\/p>\n<p class=\"import-Standard\">Adrienne Watt wrote the following for the second edition (copyright 2014):<\/p>\n<p class=\"import-NormalWeb\" style=\"margin-left: 36pt\">The primary purpose of this text is to provide an open source textbook that covers most introductory database courses. The material in the textbook was obtained from a variety of sources. All the sources are found in at the end of each chapter. I expect, with time, the book will grow with more information and more examples.<\/p>\n<p class=\"import-NormalWeb\" style=\"margin-left: 36pt\">I welcome any feedback that would improve the book. If you would like to add a section to the book, please let me know.<\/p>\n<p class=\"import-NormalWeb\" style=\"margin-left: 36pt\">Adrienne Watt<\/p>\n<h2><a id=\"_Toc187605192\"><\/a>The Present Edition<\/h2>\n<p class=\"import-Standard\">For the third edition, we have decided to greatly revise the book to make it more useful for a larger audience. We have researched the curriculum guidance from the three North American agencies:<\/p>\n<ul>\n<li class=\"import-Standard\">Association of Computing Machinery (ACM)<\/li>\n<li class=\"import-Standard\">the United States National Security Agency (NSA)<\/li>\n<li class=\"import-Standard\">Association of Information Technology Professionals (CIPS)<\/li>\n<\/ul>\n<p class=\"import-Standard\">This edition will cover the learning outcomes<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote1anc\" href=\"#sdfootnote1sym\">1<\/a><\/sup> for the following computing subdisciplines:<\/p>\n<ul>\n<li>Computer Engineering (CE)<\/li>\n<li>Computer Science (CS)\n<ul>\n<li>2013 (Knowledge based approach)<\/li>\n<li>2023 (Competency based approach)<\/li>\n<\/ul>\n<\/li>\n<li>Cybersecurity (CYB)<\/li>\n<li>Data Science (DS)<\/li>\n<li>Information Systems (IS) (Also written as \u201cComputer Information Systems.\u201d)<\/li>\n<li>Information Technology (IT)<\/li>\n<li>Software Engineering (SE)<\/li>\n<\/ul>\n<p class=\"import-Standard\">As a side note, there are old computer science textbooks that stated that these supported \u201cCS1\u201d or \u201cCS2.\u201d Matthew Hertz pointed out that this usage dates from about 1979 when \u201cthe ACM Computing Curricula used the terms \u2018CS1\u2019 and \u2018CS2\u201d to designate the first two course in the introductory sequences of a computer science major.\u201d However, these textbooks did not provide detailed information about the covered learning outcomes. Dr. Chris Bourke\u2019s textbook is an example of a textbook that states it supports CS1<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote2anc\" href=\"#sdfootnote2sym\">2<\/a><\/sup>. It is rare to find a textbook that mentions which curricular books are being supported. As a personal note, I have not seen any recent computer science textbooks that mention supporting CS2013.<\/p>\n<p class=\"import-Standard\">The next few pages list the database related learning outcomes from the current seven sub computing disciplines. Please note that this textbook does not attempt to cover every learning outcome. Instructors may feel free to add additional materials to cover these omitted learning outcomes.<\/p>\n<h2><a id=\"_Toc187605193\"><\/a>Association of Computing Machinery (ACM)<\/h2>\n<h3><a id=\"_Toc187605194\"><\/a>Computer Engineering<\/h3>\n<table style=\"width: 479.05pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">Computer Engineering Curricula 2016 (<a href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/ce2016-final-report.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/ce2016-final-report.pdf<\/a>)<\/p>\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">CE-PPP-9 Contemporary issues (Page 88)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Articulate some of the privacy implications related to massive database systems.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 3<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">CE-SEC-9 Authentication (Page 91)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Discuss eavesdropping and server database reading and explain how various authentication methods deal with them.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">CE-SPE-5 Risk, dependability, safety, and fault tolerance<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Describe fault tolerance and dependability requirements of different applications (such as database, aerospace, telecommunications, industrial control, and transaction processing).<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">CE-SWD-10 Database systems (Page 103)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Explain how use of database systems evolved from programming with simple collections of data files.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Describe the major components of a modern database system.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Describe the functionality provided by languages such as SQL.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Give examples of interactions with database systems that are relevant to computer engineering.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><a id=\"_Toc187605195\"><\/a>Computer Science<\/h3>\n<table style=\"width: 479.05pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\"><em>Computer Science Curricula 2013<\/em> (<a class=\"rId8\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/cs2013_web_final.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/cs2013_web_final.pdf<\/a>)<\/p>\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Information Management (IM) (Page 113)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 30.1pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"9\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"9\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"9\">\n<p class=\"import-Standard\">IM\/Database Systems (Pages 113-114)<\/p>\n<p class=\"import-Standard\">1. Explain the characteristics that distinguish the database approach from the approach of programming with data files. [Familiarity]<\/p>\n<p class=\"import-Standard\">2. Describe the most common designs for core database system components including the query optimizer, query executor, storage manager, access methods, and transaction processor. [Familiarity]<\/p>\n<p class=\"import-Standard\">3. Cite the basic goals, functions, and models of database systems. [Familiarity]<\/p>\n<p class=\"import-Standard\">4. Describe the components of a database system and give examples of their use. [Familiarity]<\/p>\n<p class=\"import-Standard\">5. Identify major DBMS functions and describe their role in a database system. [Familiarity]<\/p>\n<p class=\"import-Standard\">6. Explain the concept of data independence and its importance in a database system. [Familiarity]<\/p>\n<p class=\"import-Standard\">7. Use a declarative query language to elicit information from a database. [Usage]<\/p>\n<p class=\"import-Standard\">8. Describe facilities that databases provide supporting structures and\/or stream (sequence) data, e.g., text. [Familiarity]<\/p>\n<p class=\"import-Standard\">[Elective]<\/p>\n<p class=\"import-Standard\">9. Describe major approaches to storing and processing large volumes of data. [Familiarity]<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">1. Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">2.<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">3. Chapter 2<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">4. Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">5. Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">6. Chapter 3<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">7. Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">8.<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.8pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">9.<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 28.05pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"13\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"13\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"13\">\n<p class=\"import-Standard\">IM\/Relational Databases (Pages 115-116)<\/p>\n<p class=\"import-Standard\">1. Prepare a relational schema from a conceptual model developed using the entity- relationship model. [Usage]<\/p>\n<p class=\"import-Standard\">2. Explain and demonstrate the concepts of entity integrity constraint and referential integrity constraint (including definition of the concept of a foreign key). [Usage]<\/p>\n<p class=\"import-Standard\">3. Demonstrate use of the relational algebra operations from mathematical set theory (union, intersection, difference, and Cartesian product) and the relational algebra operations developed specifically for relational databases (select (restrict), project, join, and division). [Usage]<\/p>\n<p class=\"import-Standard\">4. Write queries in the relational algebra. [Usage]<\/p>\n<p class=\"import-Standard\">5. Write queries in the tuple relational calculus. [Usage]<\/p>\n<p class=\"import-Standard\">6. Determine the functional dependency between two or more attributes that are a subset of a relation. [Assessment]<\/p>\n<p class=\"import-Standard\">7. Connect constraints expressed as primary key and foreign key, with functional dependencies. [Usage]<\/p>\n<p class=\"import-Standard\">8. Compute the closure of a set of attributes under given functional dependencies. [Usage]<\/p>\n<p class=\"import-Standard\">9. Determine whether a set of attributes form a superkey and\/or candidate key for a relation with given functional dependencies. [Assessment]<\/p>\n<p class=\"import-Standard\">10. Evaluate a proposed decomposition, to say whether it has lossless-join and dependency-preservation. [Assessment]<\/p>\n<p class=\"import-Standard\">11. Describe the properties of BCNF, PJNF, 5NF. [Familiarity]<\/p>\n<p class=\"import-Standard\">12. Explain the impact of normalization on the efficiency of database operations especially query optimization. [Familiarity]<\/p>\n<p class=\"import-Standard\">13. Describe what is a multi-valued dependency and what type of constraints it specifies. [Familiarity]<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">1. Chapter 4<\/p>\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">2. Chapter 3<\/p>\n<p class=\"import-Standard\">Chapter 6<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">3. Chapter 10<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">4. Chapter 10<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">5. Chapter 10<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">6. Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">7. Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">8. Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">9. Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">10. Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">11. Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">12. Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 27.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">13. Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.25pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"6\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"6\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"6\">\n<p class=\"import-Standard\">IM\/Query Languages (Page 116)<\/p>\n<p class=\"import-Standard\">1. Create a relational database schema in SQL that incorporates key, entity integrity, and referential integrity constraints. [Usage]<\/p>\n<p class=\"import-Standard\">2. Use SQL to create tables and retrieve (SELECT) information from a database. [Usage]<\/p>\n<p class=\"import-Standard\">3. Evaluate a set of query processing strategies and select the optimal strategy. [Assessment]<\/p>\n<p class=\"import-Standard\">4. Create a non-procedural query by filling in templates of relations to construct an example of the desired query result. [Usage]<\/p>\n<p class=\"import-Standard\">5. Embed object-oriented queries into a stand-alone language such as C++ or Java (e.g., SELECT Col.Method() FROM Object). [Usage]<\/p>\n<p class=\"import-Standard\">6. Write a stored procedure that deals with parameters and has some control flow, to provide a given functionality. [Usage]<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">1. Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">2. Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">3.<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">4. Chapter 12<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">5. Chapter 12<\/p>\n<p class=\"import-Standard\">Chapter 13<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 29.1pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">6. Chapter 12<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>CS2023 Shift<\/h4>\n<p class=\"import-Standard\">In CS2013, this area was named \u201cInformation Management.\u201d In CS2023, this area is now named \u201cData Management (DM).\u201d This was done in order to \u201cavoid confusion with the similar definitions used in Information Systems and Information Technology curricula.\u201d CS2023 has greater attention to security knowledge area and to society, ethics, and profession knowledge area. CS2023 includes NoSQL approaches and MapReduce as core topics.<\/p>\n<p class=\"import-Standard\">This was released in mid-2024 after major work had been completed on this textbook. I have attempted to list where these new learning outcomes appear. My effort may not be accurate. Consider this to be a work in progress.<\/p>\n<table style=\"width: 479.05pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"6\">\n<p class=\"import-Standard\"><em>Computer Science Curricula 2023<\/em><sup class=\"import-FootnoteReference\"><em><a id=\"sdfootnote3anc\" href=\"#sdfootnote3sym\">3<\/a><\/em><\/sup> (<a class=\"rId9\" href=\"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3664191\">https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3664191<\/a>)<\/p>\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-top: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Bloom<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote4anc\" href=\"#sdfootnote4sym\">4<\/a><\/sup><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Data<\/strong><strong>: The<\/strong><strong> Role of Data and the Data Life Cycle<\/strong> (Page 115)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote5anc\" href=\"#sdfootnote5sym\">5<\/a><\/sup> 1. The Data Life Cycle: Creation-Processing-Review\/Reporting Retention\/Retrieval Destruction<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 1. Identify the five stages of the Data Life Cycle.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Evaluate<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Core<\/strong><strong>: Core<\/strong><strong> Database Systems Concepts<\/strong> (Pages 115-116)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Explain<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 1. Purpose and advantages of database systems<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 3<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 2. Components of database systems<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 3. Design of Core DBMS functions (e.g., query mechanisms, transaction management, buffer management, access methods)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 4. Database architecture, data independence, and data abstraction<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 5. Transaction management<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 6. Normalization<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 7. Approaches for managing large volumes of data (e.g., NoSQL database systems, use of MapReduce)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 8. How to support CRUD-only applications<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 15<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 9. Distributed databases\/cloud-based systems<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 10. Structured, Semi-structured, and unstructured data<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 11. Use of a declarative query language<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 12. Systems supporting structured and\/or stream content<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 1. Identify at least four advantages that using a database system provides.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 2. Enumerate the components of a (relational) database system.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 3. Follow a query as it is processed by the components of a (relational) database system.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 4. Defend the value of data independence.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 2<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 5. Compose a simple select-project-join query in SQL.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 6. Enumerate the four properties of a correct transaction manager.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 7. Describe the advantages for eliminating duplicate repeated data.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 8. Outline how MapReduce uses parallelism to process data efficiently.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 9. Evaluate the differences between structured and semi\/unstructured databases.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Modeling<\/strong><strong>: Data<\/strong><strong> Modeling<\/strong> (Pages 116-117)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Develop and Explain<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 1. Data modeling<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 4<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 2. Relational data model<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 4<\/p>\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. Conceptual models (e.g., entity-relationship, UML diagrams)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 4<\/p>\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 4. Semi-structured data models (expressed using DTD, XML, or JSON Schema, for example)<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote6anc\" href=\"#sdfootnote6sym\">6<\/a><\/sup><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 5. Spreadsheet models<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 6. Object-oriented models<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 6a. GraphQL<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 7. New features in SQL<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 8. Specialized Data Modeling topics<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 8a. Time series data (aggregation, join)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 8b. Graph data (link traversal)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 8c. Techniques for avoiding inefficient raw data access (e.g., \u201cavg daily price\u201d): materialized views and special data structures (e.g., Hyperloglog, bitmap)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 8d. Geo-Spatial data (e.g., GIS databases)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 1. Describe the components of the relational data model.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 2. Model 1:1, 1:n, and n:m relationships using the relational data model.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 6<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 3. Describe the components of the E-R (or some other non-relational) data model.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 4. Model a given environment using a conceptual data model.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 4<\/p>\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 5. Model a given environment using the document-based or key-value store-based data model.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Relational<\/strong><strong>: Relational<\/strong><strong> Databases<\/strong> (Pages 117-118)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Explain and Develop<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 1. Entity and referential integrity: Candidate key, superkeys<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 5<\/p>\n<p class=\"import-Standard\">Chapter 6<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 2. Relational database design<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. Mapping conceptual schema to a relational schema<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 4. Physical database design: file and storage structures<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 5. Introduction to Functional dependency theory.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 6. Normalization Theory<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 6a. Decomposition of a schema; lossless join, and dependency-preservation properties of a decomposition<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 6b. Normal forms (BCNF)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 6c. Denormalization (for efficiency)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 7. Functional dependency theory<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 7a. Closure of a set of attributes<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 7b. Canonical Cover<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 8. Normalization theory<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 8a. Multi-valued dependency (4NF)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 8b. Join dependency (PJNF, 5NF)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 8c. Representation theory<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 1. Describe the defining characteristics behind the relational data model.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 2. Comment on the difference between a foreign key and a superkey.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 3. Enumerate the different types of integrity constraints.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 3<\/p>\n<p class=\"import-Standard\">Chapter 6<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 4. Compose a relational schema from a conceptual schema which contains 1:1, 1:n, and n:m relationships.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 6<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 5. Map appropriate file structure to relations and indices.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 6. Describe how functional dependency theory generalizes the notion of key.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 7. Defend a given decomposition as lossless and or dependency preserving.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 8. Detect which normal form a given decomposition yields.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 9. Comment on reasons for denormalizing a relation.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Querying<\/strong><strong>: Query<\/strong><strong> Construction<\/strong> (Page 118)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Develop<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 1. SQL Query Formation<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">CS Core 1a. Interactive SQL execution<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">CS Core 1b. Programmatic execution of an SQL query<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 13<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 2. Relational Algebra<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 10<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. SQL<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">KA Core 3a. Data definition including integrity and other constraint specifications.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">KA Core 3b. Update sublanguage<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 4. Relational Calculus<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 5. QBE and 4<sup>th<\/sup>-generation environments<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 6. Different ways to invoke non-procedural queries in conventional languages.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 13<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 7. Introduction to other major query languages (e.g., XPATH, SPARQL)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 8. Stored procedures<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 13<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 1. Compose SQL queries that incorporate select, project, join, union, intersection, set difference, and set division.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 2. Determine when a nested SQL query is correlated or not.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO CS Core 3. Iterate over data retrieved programmatically from a database via an SQL query<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 4. Define, in SQL, a relation schema, including all integrity constraints and delete\/update triggers.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 5. Compose an SQL query to update a tuple in a relation.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Processing<\/strong><strong>: Query<\/strong><strong> Processing<\/strong> (Pages 118-119)<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote7anc\" href=\"#sdfootnote7sym\">7<\/a><\/sup><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Develop<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 1. Page structures<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 2. Index structures<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">KA Core 2a. B+ trees<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">KA Core 2b. Hash indices: static and dynamic<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">KA Core 2c. Index creation in SQL<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. File structures<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">KA Core 3a. Heap files<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">KA Core 3b. Hash files<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 4. Algorithms for query operators<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 4a. External Sorting<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 4b. Selection<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 4c. Projection<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote8anc\" href=\"#sdfootnote8sym\">8<\/a><\/sup>; with and without duplication elimination<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 4d. Natural Joins: Nested loop, Sort-merge, Hash join<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 4e. Analysis of algorithm efficiency<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 5. Query transformations<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 6. Query optimization<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 6a. Access paths<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 6b. Query plan construction<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 6c. Selectivity estimation<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 6d. Index-only plans<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 7. Parallel Query Processing (e.g., parallel scan, parallel join, parallel aggregation)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 8. Database tuning\/performance<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 8a. Index selection<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 8b. Impact of indices on query performance<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 8c. Denormalization<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote9anc\" href=\"#sdfootnote9sym\">9<\/a><\/sup><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 1. Describe the purpose and organization of both B+ tree and hash index structures.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 2. Compose an SQL command to create an index<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote10anc\" href=\"#sdfootnote10sym\">10<\/a><\/sup> (any kind).<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 3. Specify the steps for the various query operator algorithms: external sorting, projection with duplicate elimination, sort-merge join, hash-join, block nested-loop join.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 4. Derive the run-time<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote11anc\" href=\"#sdfootnote11sym\">11<\/a><\/sup> (in I\/O requests) for each of the above algorithms.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 5. Transform a query in relational algebra<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote12anc\" href=\"#sdfootnote12sym\">12<\/a><\/sup> to its equivalent appropriate for a left-deep, pipelined execution.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 6. Compute selectivity estimates for a given selection and\/or join operation.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 7. Describe how to modify an index structure to facilitate an index-only operation for a given relation.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 8. For a given scenario decide on which indices to support for the efficient execution of a set of queries.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 9. Describe how DBMSs leverage parallelism to speed up query processing by dividing the work across multiple processors or nodes<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Internals: DBMS Internals<\/strong> (Pages 119-120)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Explain<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 1. DB Buffer Management.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 2. Transaction Management<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 2a. Isolation Levels<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 2b. ACID<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 2c. Serializability<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 2d. Distributed Transactions<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. Concurrency Control<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 3a. 2-Phase Locking<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 3b. Deadlocks handling strategies<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 3c. Quorum-based consistency models<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 4. Recovery Manager<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">KA Core 4a. Relation with Buffer Manager<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 5. Concurrency Control<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 5a. Optimistic concurrency control<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 5b. Timestamp concurrency control<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 6. Recovery Manager<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 6a. Write-Ahead logging<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 0.5pt 0pt 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 6b. ARIES recovery system (Analysis, REDO, UNDO)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 1. Describe how a DBMS manages its Buffer Pool.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 2. Describe the four properties for a correct transaction manager.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 11<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. Outline the principle of serializability.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-NoSQL<\/strong><strong>: NoSQL<\/strong><strong> Systems (Pages 120-121)<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Explain<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 1. Why NoSQL? (e.g., Impedance mismatch between Application [CRUD] and RDBMS)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 4<\/p>\n<p class=\"import-Standard\">Chapter 8<\/p>\n<p class=\"import-Standard\">Chapter 15<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 2. Key-Value and Document data model<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 8<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 3. Storage systems (e.g., Key-Value systems, Data Lakes)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 8<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 4. Distribution Models (Update and Read, Quorum consistency, CAP theorem)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 5. Graph Databases<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 8<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 6. Consistency Models (Update and Read, Quorum consistency, CAP theorem)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 7. Processing model (e.g., Map-Reduce, multi-stage map-reduce, incremental map-reduce)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 8. Case Studies: Cloud storage systems (e.g., S3); Graph databases; \u201cWhen not to use NoSQL\u201d<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 1. Develop a use case for the use of NoSQL over RDBMS<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 4<\/p>\n<p class=\"import-Standard\">Chapter 8<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">ILO KA Core 2. Describe the defining characteristics behind Key-Value and Document-based data models<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 8<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Security<\/strong><strong>: Data<\/strong><strong> Security and Privacy (Page 121)<\/strong><sup class=\"import-FootnoteReference\"><strong><a id=\"sdfootnote13anc\" href=\"#sdfootnote13sym\">13<\/a><\/strong><\/sup><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Explain<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 1. Differences between data security and data privacy.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 2. Protecting data and database systems from attacks, including injection attacks such as SQL injection<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Chapter 13<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 3. Personally identifying information (PII) and its protection.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">CS Core 4. Ethical considerations in ensuring the security and privacy of data.<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote14anc\" href=\"#sdfootnote14sym\">14<\/a><\/sup><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 5. Need for, and different approaches to securing data at rest, in transit, and during processing.<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote15anc\" href=\"#sdfootnote15sym\">15<\/a><\/sup><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 6. Database auditing and its role in digital forensics.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 7. Data inferencing and preventing attacks.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 8. Laws and regulations governing data security and data privacy<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 9. Typical risk factors and prevention measures for ensuring data integrity<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 10. Ransomware and prevention of data loss and destruction.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 1. Describe the differences in the goals for data security and data privacy.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 2. Identify and mitigate risks associated with different approaches to protecting data.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. Describe legal and ethical considerations of end-to-end data security and privacy.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 4. Develop a database auditing system given risk considerations.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 5. Apply several data exploration approaches to understanding unfamiliar datasets.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Analytics<\/strong><strong>: Data<\/strong><strong> Analytics (Page 121-122)<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Explain<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 1. Exploratory data techniques (motivation, representation, descriptive statistics, visualizations)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 2. Data science lifecycle: business understanding, data understanding, data preparation, modeling, evaluation, deployment, and user acceptance<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. Data mining and machine learning algorithms: e.g., classification, clustering, association, regression<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 4. Data acquisition and governance.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 5. Data security and privacy considerations<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 6. Data fairness and bias<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 7. Data visualization techniques and their use in data analytics<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 8. Entity Resolution<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\"><strong>Illustrative Learning Outcomes<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 1. Describe several data exploration approaches, including visualization, to understanding unfamiliar datasets.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 2. Apply several data exploration approaches to understanding unfamiliar datasets.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. Describe basic machine learning\/data mining algorithms and when they are appropriate for use.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 4. Apply several machine learning\/data mining algorithms.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 5. Describe legal and ethical considerations in acquiring, using, and modifying datasets.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 6. Describe issues of fairness and bias in data collection and usage.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Distributed<\/strong><strong>: Distributed<\/strong><strong> Databases\/Cloud Computing (Page 122)<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 1. Distributed DBMS<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 1a. Distributed data storage<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 1b. Distributed query processing<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 1c. Distributed transaction model<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 1d. Homogeneous and heterogeneous solutions<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 1e. Client-server distributed databases<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 2. Parallel DBMS<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 2a. Parallel DBMS architectures: shared memory, shared disk, shared nothing<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 2b. Speedup and scale-up, e.g., use of the MapReduce processing model<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 2c. Data replication and weak consistency models<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\"><strong>DM-Unstructured<\/strong><strong>: Semi<\/strong><strong>-structured and Unstructured Databases (Pages 122-123)<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 1. Vectorized unstructured data (text, video, audio, etc.) and vector storage<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">Non-core1a. TF-IDF Vectorized with ngram<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">Non-core 1b. Word2Vec<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">Non-core 1c. Array database or array data type handling<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">Non-core 2. Semi-structured databases (e.g., JSON)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 2a. Storage<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\n<p class=\"import-Standard\">Non-core 2ai. Encoding and compression of nested data types<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 2b. Indexing<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\n<p class=\"import-Standard\">Non-core 2bi. Btree, skip index, Bloom filter<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\n<p class=\"import-Standard\">Non-core 2bii. Inverted index and bitmap compression<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\n<p class=\"import-Standard\">Non-core 2biii. Space filling curve indexing for semi-structured geo-data<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Non-core 2c. Query processing for OLTP and OLAP use cases<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0 0.5pt 0 0.5pt\">\n<p class=\"import-Standard\">Non-core 2ci. Insert, Select, update, and delete tradeoffs<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"5\">\n<p class=\"import-Standard\">DM-SEP: Society, Ethics, and the Profession (Page 123)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">Explain<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 1. Enumerate three social and three legal issues related to large data collections.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 2. Describe the value of data privacy.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 3. Identify the competing stakeholders with respect to data ownership.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 4. Enumerate three negative unintended consequences from a given (well known) data-centric application (e.g., Facebook, LastPass, Ashley Madison)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 5. Describe the meaning of data provenance and lineage.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\" colspan=\"4\">\n<p class=\"import-Standard\">KA Core 6. Identify how a database might contribute to data security as well as how it may introduce insecurities.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;border-right: solid #00000A 0.5pt;border-bottom: solid #00000A 0.5pt;border-left: solid #00000A 0.5pt;padding: 0pt 5.4pt 0pt 5.65pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><a id=\"_Toc187605196\"><\/a>Cybersecurity<\/h3>\n<table style=\"width: 467.75pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Cybersecurity Curricula 2017 (<a class=\"rId10\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/csec2017.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/csec2017.pdf<\/a>)<\/p>\n<p class=\"import-Standard\">Cybersecurity encompasses many areas such as database management. (Page 17)<\/p>\n<p class=\"import-Standard\">There are no specific learning outcomes. The best list comes from the National Security Agency.<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">4.1 Knowledge Area: Data Security<\/p>\n<p class=\"import-Standard\">This focuses on the protection of data at rest, during processing, and in transit.<\/p>\n<p class=\"import-Standard\">CSEC2017 does have topics that address database security.<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">4.7 Knowledge Area: Organizational Security (Page 59)<\/p>\n<p class=\"import-Standard\">This focuses on protecting organizations from cybersecurity threats and managing risk.<\/p>\n<p class=\"import-Standard\">CSEC2017 does have topics that address this knowledge area:<\/p>\n<ul>\n<li>Risk: One topic is about identifying the information assets in an organization.<\/li>\n<li>Systems Administration<\/li>\n<li>Database system administration<\/li>\n<li>System hardening commonly used systems such as database systems.<\/li>\n<\/ul>\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><a id=\"_Toc187605197\"><\/a>Data Science<\/h3>\n<table style=\"width: 479.05pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\n<p class=\"import-Standard\">Computing Competencies for Undergraduate Data Science Curricula (<a class=\"rId11\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/dstf_ccdsc2021.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/dstf_ccdsc2021.pdf<\/a>)<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote16anc\" href=\"#sdfootnote16sym\">16<\/a><\/sup><\/p>\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\n<p class=\"import-Standard\">Data Mining (DM) (Page 74)<\/p>\n<p class=\"import-Standard\">This involves the processing, analysis, and presentation of data in order to gain valuable information.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 47.65pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"2\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\" rowspan=\"2\">\n<p class=\"import-Standard\">DM-Information Retrieval \u2013 T2 (Pages 80-81)<\/p>\n<p class=\"import-Standard\">This is about identifying and retrieving information from a large data set. Some of the data may be in a database.<\/p>\n<p class=\"import-Standard\">Students need to have knowledge of<\/p>\n<ul>\n<li>The techniques for creating and searching relational databases systems.<\/li>\n<li>Various relational, non-relational, and other database formats.<\/li>\n<\/ul>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 47.6pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 8<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Skills<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Create and use a relational database structure using SQL.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\n<p class=\"import-Standard\">Data Integrity (DPSIA\/DI) (page 89)<\/p>\n<p class=\"import-Standard\">This is about the completeness, accuracy, and consistency of data. One part of the data life cycle is storing and retrieving.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">DPSIA\/DI Logical Integrity \u2013 T1 (Page 89)<\/p>\n<p class=\"import-Standard\">Students need to have knowledge of<\/p>\n<ul>\n<li>Types of integrity constraints in database systems<\/li>\n<li>Entity integrity, referential integrity, domain integrity, user-defined integrity<\/li>\n<\/ul>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 3<\/p>\n<p class=\"import-Standard\">Chapter 6<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\n<p class=\"import-Standard\">Programming, Data Structures, and Algorithms (PDA) (Page 111)<\/p>\n<p class=\"import-Standard\">This is about the tools for data collection and analysis.<\/p>\n<p class=\"import-Standard\">One competency is the need to write appropriate database queries.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">PDA-Programming (Page 112-113)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Skills<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Manipulate data from selected sources (e.g., databases, spreadsheets, text documents, XML) utilizing appropriate techniques (e.g., database queries, API calls, regular expressions).<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<p class=\"import-Standard\">Chapter 12<\/p>\n<p class=\"import-Standard\">Chapter 13<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\n<p class=\"import-Standard\">Software Development and Maintenance (SDM) (Page 119)<\/p>\n<p class=\"import-Standard\">There is a statement that this area draws from CS2012 knowledge area on software engineering.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">SDM-Software Design and Development (page 119)<\/p>\n<p class=\"import-Standard\">Students need to have T1 level of knowledge of<\/p>\n<ul>\n<li>Integration with Information Management\/Database systems<\/li>\n<\/ul>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 12<\/p>\n<p class=\"import-Standard\">Chapter 13<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Skills (Page 120)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Describe how to integrate or interact with Information Management\/Database Systems.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 12<\/p>\n<p class=\"import-Standard\">Chapter 13<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><a id=\"_Toc187605198\"><\/a>Information Systems (Also written as \u201cComputer Information Systems.\u201d)<\/h3>\n<table style=\"width: 479.3pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\"><em>IS 2020: A Competency Model for Undergraduate Programs in Information Systems<\/em> (<a class=\"rId12\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/is2020.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/is2020.pdf<\/a>)<\/p>\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">A3.2 Data \/ Information Competency Realm (Page 101)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">A3.2.1 Competency Area \u2013 Data \/ Information Management (Page 101)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<ul>\n<li>Query the relational model (Page 102)<\/li>\n<\/ul>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<ul>\n<li>Design relational databases (Page 103)<\/li>\n<\/ul>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 4<\/p>\n<p class=\"import-Standard\">Chapter 5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<ul>\n<li>Programming database systems using functions and triggers (Page 103)<\/li>\n<\/ul>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 12<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<ul>\n<li>Secure a database (Page 103)<\/li>\n<\/ul>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\" style=\"margin-left: 0.8pt\">Chapter 12<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<ul>\n<li>Compare tradeoffs of different concurrency modes (Page 103)<\/li>\n<\/ul>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\" style=\"margin-left: 0.8pt\">Chapter 8<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<ul>\n<li>Develop non-relational models (Page 104)<\/li>\n<\/ul>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\" style=\"margin-left: 0.8pt\">\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><a id=\"_Toc187605199\"><\/a>Information Technology<\/h3>\n<table style=\"width: 479.05pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"6\">\n<p class=\"import-Standard\"><em>Information Technology Curricula 2017 (IT2017)<\/em> (<a class=\"rId13\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/it2017.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/curricula-recommendations\/it2017.pdf<\/a>)<\/p>\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"5\">\n<p class=\"import-Standard\">ITE-IMA Domain: Information Management (Page 56) for all listed competencies.)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"4\">\n<p class=\"import-Standard\">Competencies<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">A. Express how the growth of the internet and demands for information have changed data handling and transactional and analytical processing, and led to the creation of special purpose databases. (Requirements)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">B. Design and implement a physical model based on appropriate organization rules for a given scenario including the impact of normalization and indexes. (Requirements and development)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">C. Create working SQL statements for simple and intermediate queries to create and modify data and database objects to store, manipulate and analyze enterprise data. (Testing and performance)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">D. Analyze ways data fragmentation<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote17anc\" href=\"#sdfootnote17sym\">17<\/a><\/sup>, replication, and allocation affect database performance in an enterprise environment. (Integration and evaluation)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">E. Perform major database administration tasks such as create and manage database users, roles and privileges, backup, and restore database objects to ensure organizational efficiency, continuity, and information security. (Testing and performance)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Roles were mentioned in Chapter 11, but the usage part was not done.<\/p>\n<p class=\"import-Standard\">Chapter 12<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Subdomains (Page 92)<\/p>\n<p class=\"import-Standard\">L1: A minimal degree of engagement.<\/p>\n<p class=\"import-Standard\">L2: A medium degree of engagement.<\/p>\n<p class=\"import-Standard\">L3: A large degree of engagement.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">ITE-IMA-01 Perspectives and impact [L1] (Page 92 for this section.)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">a. Describe how data storage and retrieval has changed over time.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">b. Justify the advantages of a database approach compared to traditional file processing.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">c. Describe how the growth of the internet and demands for information for users outside the organization (customers and suppliers) impact data handling and processing.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">d. Tell a brief history of database models and their evolution.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 1<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">ITE-IMA-02 Data-information concepts [L2] (Page 92 for this section.)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">a. Describe the role of data, information, and databases in organizations.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 2<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">b. Compare and use key terms such as: information, data, database, database management system, metadata, and data mining.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 2<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">c. Illustrate data quality, accuracy, and timeliness, and explain how their absence will impact organizations.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 6<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">d. Describe mechanisms for data collection and their implications (automated data collection, input forms, sources).<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">e. Describe basic issues of data retention, including the need for retention, physical storage, backup, and security.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">ITE-IMA-03 Data modeling [L3] (Page 92 for this section.)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">a. Design Entity Relationship diagrams based on appropriate organizational rules for a given scenario.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 5<\/p>\n<p class=\"import-Standard\">Chapter 6<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">b. Describe the relationship between a logical model and a physical model.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 4<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">c. Evaluate importance of database constraints.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 3<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">d. Design a physical model for the best performance including impact of normalization and indexes<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote18anc\" href=\"#sdfootnote18sym\">18<\/a><\/sup>.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">e. Compare and contrast the differences and similarities between the relational and the dimensional data modeling (OLTP vs. OLAP)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">ITE-IMA-04 Database query languages [L3] (Page 92 for this section.)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">a. Create, modify, and query database objects using the Structured Query Language (SQL).<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">b. Perform filtering and sorting data using various clauses including where, order by, between, like, group by, and having.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">c. Use joins to select data across multiple tables.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">d. Use embedded SQL queries.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 12<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">e. Perform calculations in a query using calculated fields and aggregate functions.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">f. Create updatable and non-updatable views<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 12<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">ITE-IMA-05 Data organization architecture [L3] (Page 92 for this section.)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">a. Demonstrate select, project, union, intersection, set difference, and natural join relational operations using simple example relations provided.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">b. Contrast and compare relational databases concepts and non-relational databases including object-oriented, XML, NewSQL and NoSQL databases.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 8<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">c. Express the relationship between functional dependencies and keys, and give examples.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 7<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">d. Evaluate data integrity and provide examples of entity and referential integrity.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 3<\/p>\n<p class=\"import-Standard\">Chapter 6<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">e. Analyze how data fragmentation, replication and allocation affect database performance.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">ITE-IMA-06 Special-purpose databases [L1] (Page 92 for this section.)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">a. Describe major concepts of object oriented, XML, NewSQL, and NoSQL databases.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 8<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">b. Demonstrate an understanding of online analytical processing and data warehouse systems.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">c. Describe methods of data mining and what insights may be gained by these methods.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">ITE-IMA-07 Managing the database environment [L2] (Page 92 for this section.)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">a. Contrast and compare data administration and database administration.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">b. Describe tasks commonly performed by database administrators.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">c. Create and manage database users, roles, and privileges<sup class=\"import-FootnoteReference\"><a id=\"sdfootnote19anc\" href=\"#sdfootnote19sym\">19<\/a><\/sup>.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">d. Consider the concept of database security and backup and recovery.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 3<\/p>\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">e. Evaluate the importance of metadata in database environment.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 3<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><a id=\"_Toc187605200\"><\/a>Software Engineering<\/h3>\n<table style=\"width: 479.05pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"3\">\n<p class=\"import-Standard\">Software Engineering 2014 (<a class=\"rId14\" href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/education\/se2014.pdf\">https:\/\/www.acm.org\/binaries\/content\/assets\/education\/se2014.pdf<\/a> )<\/p>\n<p class=\"import-Standard\">From page 27, the cognitive skill level for each topic is specified as follows:<\/p>\n<p class=\"import-Standard\">\u2022 <strong>Knowledge<\/strong> (k): Remembering previously learned material. Test observation and recall of information; that is, \u201cbring to mind the appropriate information\u201d (such as dates, events, places, knowledge of major ideas, and mastery of subject matter).<\/p>\n<p class=\"import-Standard\">\u2022 <strong>Comprehension<\/strong> (c): Understanding information and the meaning of material presented. For example, being able to translate knowledge to a new context, interpret facts, compare, contrast, order, group, infer causes, predict consequences, and so forth.<\/p>\n<p class=\"import-Standard\">\u2022 <strong>Application<\/strong> (a): Using learned material in new and concrete situations. For example, using information, methods, concepts, and theories to solve problems requiring the skills or knowledge presented.<\/p>\n<p class=\"import-Standard\">The exact details are not provided.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Computing Essentials (Page 28)<\/p>\n<p class=\"import-Standard\">This includes the computer science foundations that support software product design and construction.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">CMP.cf.10 Database fundamentals Comprehension coverage. And is essential part of the core. (Page 29)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapter 2<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" colspan=\"2\">\n<p class=\"import-Standard\">Software Design (Page 32)<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">DES.dd.2 Database design At the application level. And is an essential part of the core.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: #d9d9d9;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><a id=\"_Toc187605201\"><\/a>United States National Security Agency (NSA)<\/h2>\n<p class=\"import-Standard\">In 2024 CAE Cyber Defense (CAE-CD) Knowledge Units document (<a class=\"rId15\" href=\"https:\/\/dl.dod.cyber.mil\/wp-content\/uploads\/cae\/pdf\/unclass-cae-cd_ku.pdf\">https:\/\/dl.dod.cyber.mil\/wp-content\/uploads\/cae\/pdf\/unclass-cae-cd_ku.pdf<\/a>), there are three Knowledge Units that specifically address databases:<\/p>\n<ul>\n<li>Data Administration (DBA) (Page 53)<\/li>\n<li>Database Management systems (DMS) (Page 56)<\/li>\n<li>Databases (DAT) (Page 58)<\/li>\n<\/ul>\n<p class=\"import-Standard\">The National Security Agency\u2019s Knowledge Units have an arrangement that follows this scheme:<\/p>\n<ul>\n<li>Introduction<\/li>\n<li>Learning Outcomes<\/li>\n<li>Topics<\/li>\n<li>Vocabulary<\/li>\n<li>Related Knowledge Units<\/li>\n<li>Most Related DCWF and\/or NICE Framework Work Role(s)<\/li>\n<\/ul>\n<p class=\"import-Standard\">We will only list the learning outcomes. Many of the topics will be covered in the chapters.<\/p>\n<h3><a id=\"_Toc187605202\"><\/a>Data Administration (DBA)<\/h3>\n<table style=\"width: 478.5pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\"><strong>Data Administration (DBA)<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">The intent of the Data Administration Knowledge Unit is to provide students with methods to protect the confidentiality, integrity, and availability of data throughout the data life cycle.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 11.65pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"5\">\n<p class=\"import-Standard\"><strong>Outcomes<\/strong><\/p>\n<p class=\"import-Standard\">To complete this KU, students should be able to:<\/p>\n<p class=\"import-Standard\">1. Draw and describe a data and information lifecycle, identifying specific and general security issues at all stages.<\/p>\n<p class=\"import-Standard\">2. Define and evaluate data and information quality, accessibility, and utility.<\/p>\n<p class=\"import-Standard\">3. Examine how the origination, change, distribution, storage, and deletion of information is managed and secured.<\/p>\n<p class=\"import-Standard\">4. Compare and contrast data and information ownership, stewardship, management, possession, and governance.<\/p>\n<p class=\"import-Standard\">5. Outline the role of data and information classification in security.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\"><strong>1<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 15.7pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\"><strong>2<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 42.9pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\"><strong>3<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 42.9pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\"><strong>4<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 42.9pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\"><strong>5<\/strong><\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><a id=\"_Toc187605203\"><\/a>Database Management Systems (DMS)<\/h3>\n<table style=\"width: 478.5pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\"><strong>Database Management Systems (DMS)<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">The intent of the Database Management Systems Knowledge Unit is to provide students with the skills to utilize database management system to solve specific problems<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 45.6pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"6\">\n<p class=\"import-Standard\"><strong>Outcomes<\/strong><\/p>\n<p class=\"import-Standard\">To complete this KU, students should be able to:<\/p>\n<p class=\"import-Standard\">1. Compare and contrast database types including relational, hierarchical, distributed, and other models.<\/p>\n<p class=\"import-Standard\">2. Describe the role of a database, a DBMS, and a database server within a complex system supporting multiple applications.<\/p>\n<p class=\"import-Standard\">3. Apply SQL to create and administer databases and to manipulate the data they contain.<\/p>\n<p class=\"import-Standard\">4. Describe DBMS access controls, privilege levels, and security principles and apply them to a simple database.<\/p>\n<p class=\"import-Standard\">5. Outline common structures for storing data in a database management system.<\/p>\n<p class=\"import-Standard\">6. Design and deploy a simple database for a specified application.<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">1. Chapter 2<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 45.6pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">2. Chapter 2<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 45.6pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">3. Chapter 9<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 19.75pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">4. Chapter 12<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 22.9pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">5<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 22.85pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">6. This is the running project.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><a id=\"_Toc187605204\"><\/a>Databases (DAT)<\/h3>\n<table style=\"width: 478.5pt\">\n<tbody>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\"><strong>Databases (DAT)<\/strong><\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">The intent of the Databases Knowledge Unit is to teach students how database systems are used, managed, and issues associated with protecting the associated data assets<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">Chapters<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 20.65pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\" rowspan=\"3\">\n<p class=\"import-Standard\"><strong>Outcomes<\/strong><\/p>\n<p class=\"import-Standard\">To complete this KU, students should be able to:<\/p>\n<p class=\"import-Standard\">1. Describe the role of a database, a database management system (DBMS), and a database server within a complex system supporting one or more applications.<\/p>\n<p class=\"import-Standard\">2. Outline different models for databases and cases where they may be used.<\/p>\n<p class=\"import-Standard\">3. Identify and describe common security concerns in databases and database management systems<\/p>\n<\/td>\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">1. Chapter 2<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 20.65pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">2. Chapter 2<\/p>\n<\/td>\n<\/tr>\n<tr class=\"TableNormal-R\" style=\"height: 49.25pt\">\n<td class=\"TableNormal-C\" style=\"background-color: transparent;padding: 0pt 5.4pt 0pt 5.65pt;border: solid #00000A 0.5pt\">\n<p class=\"import-Standard\">3.<\/p>\n<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2><a id=\"_Toc187605205\"><\/a>Association of Information Technology Professionals (CIPS)<\/h2>\n<p class=\"import-Standard\">Canada\u2019s Association of Information Technology Professionals (CIPS, <a class=\"rId16\" href=\"https:\/\/cips.ca\">https:\/\/cips.ca<\/a>) is an accreditation agency just like the Computing Accreditation Commission of the ABET. At this writing, the CIPS does not have any specific guidance concerning information management nor about databases.<\/p>\n<h2><a id=\"_Toc187605206\"><\/a>New Chapters<\/h2>\n<p class=\"import-Standard\">In addition to embracing the best practice of using learning outcomes from two major credentialing agencies, we have added more information to the current chapters, combined some chapters, and added new chapters. The new chapters are:<\/p>\n<ul>\n<li>Chapter 10: \u201cRelational Algebra, Relational Calculus, and Relational Theory\u201d<\/li>\n<li>Chapter 11: \u201cUnder the Hood of the SQL Server\u201d<\/li>\n<li>Chapter 12: \u201cProtecting the DBMS\u201d<\/li>\n<li>Chapter 13: \u201cPrograms to Work with a Database\u201d<\/li>\n<li>Chapter 14: \u201cAn Example Website with Ca Database Connection\u201d<\/li>\n<li>Chapter 15: \u201cMore on an Example Website with a Database Connection\u201d<\/li>\n<\/ul>\n<p class=\"import-Standard\">A running design project has been added. After a topic has been introduced, then a submodule uses questions to guide students to create their own final project.<\/p>\n<h2><a id=\"_Toc187605207\"><\/a>Licensing<span class=\"import-FootnoteReference\"><a id=\"sdfootnote20anc\" href=\"#sdfootnote20sym\">20<\/a><\/span><\/h2>\n<p class=\"import-Standard\">This text is released under the Creative Commons license Attribution-NonCommercial-NoDerivs. This text is like a conventional book, in other words, except that it is free. You may copy the work and distribute it to others for any noncommercial use (and for some commercial uses; see below), but all reuse requires attribution.<\/p>\n<p class=\"import-Standard\">The Creative Commons license does not precisely spell out what constitutes \u201cnoncommercial\u201d use. The author considers any sale of printed copies of this book, even by a non-profit organization and even if the price just covers expenses, to be commercial use. Personal printing, and free distribution of printed selections, do qualify as noncommercial.<\/p>\n<h2><a id=\"_Toc187605208\"><\/a>Classroom Use<\/h2>\n<p class=\"import-Standard\">This book is meant as a serious and more-or-less thorough text for an introductory college or graduate course in databases. The contents have been carefully researched, with consistent notation and style, and complete with diagrams and exercises.<\/p>\n<p class=\"import-Standard\">Instructors who adopt this book in a course, as either a primary or a secondary text, are strongly encouraged to let us know, as this helps support continued work on the book. Below is a list of the institutions that have adopted our book. Commercial publishers get this information from sales records, but that won\u2019t work here; if you want to see your institution listed, contact us!<\/p>\n<ul>\n<li>Douglas College\n<ul>\n<li>CSIS 230 Database I<\/li>\n<\/ul>\n<\/li>\n<li>Kwantlen Polytechnic University\n<ul>\n<li>INFO 2312 Database Management Systems<\/li>\n<\/ul>\n<\/li>\n<li>University of Maine at Presque Isle\n<ul>\n<li>COS 350 Databases and Database Management Systems (Fall 2021 and Fall 2023)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><a id=\"_Toc187605209\"><\/a>Acknowledgments<\/h2>\n<p class=\"import-Standard\">We would like to thank the many Douglas College students that have provided invaluable feedback on the text and on the exercises. We would like to thank the following people from outside of Douglas College who have contributed technical or editorial comments. If we have missed anyone or their institution, please let us know.<\/p>\n<p class=\"import-Standard\">For the third edition, I wish to thank Nelson Eng for his feedback and for his encouragement. This has been a labor of love. It is not perfect. I expect there are some typos and some paragraphs that need to be revised. I hope I can work on the fourth edition.<\/p>\n<p class=\"import-Standard\">Fred L. Strickland, Ph.D.<\/p>\n<p class=\"import-Standard\">Patent Examiner<\/p>\n<p class=\"import-Standard\">United States Patent and Trademark Office.<\/p>\n<h2><a id=\"_Toc187605210\"><\/a>Progress Notes<\/h2>\n<p class=\"import-Standard\">The third edition was started in early 2024. The third edition was declared complete as of xxx 202x.<\/p>\n<h2><a id=\"_Toc187605211\"><\/a>Technical Considerations<\/h2>\n<p class=\"import-Standard\">The book was prepared on my computer using Microsoft Word. There was a brief period when Microsoft Word stopped working and I had to resort to using LibreOffice Writer. Then I uploaded each part to the BC Campus\u2019 PressBooks website. I had to do some format corrections.<\/p>\n<h2><a id=\"_Toc187605212\"><\/a>A Note on the Cover<\/h2>\n<p class=\"import-Standard\">The photograph is of a spiral staircase.<\/p>\n<h2><a id=\"_Toc187605213\"><\/a>References<\/h2>\n<p class=\"import-Standard\">Matthew Hertz. \u201cWhat Do \u2018CS1\u2019 and \u2018CS2\u201d Mean? Investigating Differences In the Early Courses.\u201d <em>SIGCSE\u201910<\/em><em>: Proceedings<\/em><em> of the 41<\/em><sup><em>st<\/em><\/sup><em> ACM technical symposium on Computer science <\/em><em>e<\/em><em>ducation, <\/em>Pages 199-203, March 10-13, 2010. The actual paper is available at https:\/\/cse.buffalo.edu\/~mhertz\/meaning-sigcse-2010.pdf<\/p>\n<p>&nbsp;<\/p>\n<div id=\"sdfootnote1sym\"><a href=\"#sdfootnote1anc\">1<\/a>We collected all learning outcomes from a section. If we have no plans to cover a specific learning outcome, then there are no references to a chapter.<\/div>\n<div id=\"sdfootnote2sym\"><a href=\"#sdfootnote2anc\">2<\/a> You can find the coversheet of Dr. Chris Bourke\u2019s computer science textbook at https:\/\/github.com\/cbourke\/CS1\/blob\/main\/versions-PDF\/<i>Computer<\/i>ScienceOne_v1.3.5.pdf The citation is Chris Bourke. Computer<i> Science I<\/i><i> Version 1.3.5<\/i>, Department of Computer Science &amp; Engineering, April 7, 2018. https:\/\/bitbucket.org\/chrisbourke\/computersciencei\/src\/master\/ComputerScienceOne.pdf and https:\/\/github.com\/cbourke\/CS1<\/div>\n<div id=\"sdfootnote3sym\"><a href=\"#sdfootnote3anc\">3<\/a> This has a cover date of 2023. The publication date is January 2024. The ACM website has the publication date of May 30, 2024.<\/div>\n<div id=\"sdfootnote4sym\"><a href=\"#sdfootnote4anc\">4<\/a> The Bloom taxonomy was applied to the topics, not to the learning outcomes. As explained in the next footnote, a knowledge unit has topics and learning outcomes. There may be more topics than learning outcomes. The listed Bloom taxonomy skill level may not align completely. These came from page 352 and following.<\/div>\n<div id=\"sdfootnote5sym\"><a href=\"#sdfootnote5anc\">5<\/a> The ACM has Computer Science (CS) Core topics that every computer science graduate must know. The Knowledge Area (KA) Core are elective topics that are not required of every computer science graduate. \u201c\u2026 a curriculum is expected to cover a considerable percentage of elective topics.\u201d Each knowledge unit has some learning outcomes. These are \u201cmeant to be descriptive, not prescriptive.\u201d That is, not every listed topic has a linked learning outcome. An institution may add more learning outcomes. For this textbook, we will only cover the presented learning outcomes.<\/div>\n<div id=\"sdfootnote6sym\"><a href=\"#sdfootnote6anc\">6<\/a> JSON tends to be used on websites. I did not address JSON, XML, and the related in the web development part of tis textbook.<\/div>\n<div id=\"sdfootnote7sym\"><a href=\"#sdfootnote7anc\">7<\/a> Many of these topics are covered in a data structures course.<\/div>\n<div id=\"sdfootnote8sym\"><a href=\"#sdfootnote8anc\">8<\/a> Projection is covered in relational algebra part of a course.<\/div>\n<div id=\"sdfootnote9sym\"><a href=\"#sdfootnote9anc\">9<\/a> This topic is covered in a database design part of a course.<\/div>\n<div id=\"sdfootnote10sym\"><a href=\"#sdfootnote10anc\">10<\/a> I mentioned indexing, but I did not go very far. I stated that Microsoft SQL Server will automatically generate indexes on a table.<\/div>\n<div id=\"sdfootnote11sym\"><a href=\"#sdfootnote11anc\">11<\/a> Run-time calculations are normally taught in an operating systems course.<\/div>\n<div id=\"sdfootnote12sym\"><a href=\"#sdfootnote12anc\">12<\/a> I talk about how to translate between a query and a relational algebra expression. I do not discuss left-deep, pipelined execution.<\/div>\n<div id=\"sdfootnote13sym\"><a href=\"#sdfootnote13anc\">13<\/a> These topics could be addressed in a cybersecurity program.<\/div>\n<div id=\"sdfootnote14sym\"><a href=\"#sdfootnote14anc\">14<\/a> Ethics could be added to this course. I did not address this topic, because the textbook is long enough at 15 chapters.<\/div>\n<div id=\"sdfootnote15sym\"><a href=\"#sdfootnote15anc\">15<\/a> This could be addressed in a cybersecurity program.<\/div>\n<div id=\"sdfootnote16sym\"><a href=\"#sdfootnote16anc\">16<\/a>I have been using the abbreviation for each computing sub discipline based on the title from the PDF file name. That has worked out to being two-letter codes. The ACM did not do that for the data science sub discipline. They used \u201cccdsc.\u201d I decided to go with \u201cDS\u201d as the abbreviation.<\/div>\n<div id=\"sdfootnote17sym\"><a href=\"#sdfootnote17anc\">17<\/a> This is a topic that is covered in an operating systems course.<\/div>\n<div id=\"sdfootnote18sym\"><a href=\"#sdfootnote18anc\">18<\/a> A physical model captures what the customer wants in a database. The work of making it work best comes later on.<\/div>\n<div id=\"sdfootnote19sym\"><a href=\"#sdfootnote19anc\">19<\/a> In Chapter 11 and in Chapter 12, I address database access. I did not tell how to do this.<\/div>\n<div id=\"sdfootnote20sym\"><a href=\"#sdfootnote20anc\">20<\/a>The words on this page and following were borrowed from another author\u2019s preface. Peter L. Dordal, An Introduction to Computer Networks, Desktop Edition 2.0.11, http:\/\/intronetworks.cs.luc.edu\/current2\/html\/preface.html<\/div>\n<\/div>\n","protected":false},"author":2276,"menu_order":6,"template":"","meta":{"pb_show_title":"on","pb_short_title":"Preface","pb_subtitle":"","pb_authors":["fredstrickland"],"pb_section_license":""},"front-matter-type":[],"contributor":[66],"license":[],"class_list":["post-982","front-matter","type-front-matter","status-publish","hentry","contributor-fredstrickland"],"_links":{"self":[{"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/pressbooks\/v2\/front-matter\/982","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/pressbooks\/v2\/front-matter"}],"about":[{"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/wp\/v2\/types\/front-matter"}],"author":[{"embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/wp\/v2\/users\/2276"}],"version-history":[{"count":3,"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/pressbooks\/v2\/front-matter\/982\/revisions"}],"predecessor-version":[{"id":1616,"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/pressbooks\/v2\/front-matter\/982\/revisions\/1616"}],"metadata":[{"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/pressbooks\/v2\/front-matter\/982\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/wp\/v2\/media?parent=982"}],"wp:term":[{"taxonomy":"front-matter-type","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/pressbooks\/v2\/front-matter-type?post=982"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/wp\/v2\/contributor?post=982"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/nelson\/wp-json\/wp\/v2\/license?post=982"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}