{"id":23,"date":"2022-04-11T18:21:29","date_gmt":"2022-04-11T22:21:29","guid":{"rendered":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/?post_type=back-matter&#038;p=23"},"modified":"2023-10-17T16:00:02","modified_gmt":"2023-10-17T20:00:02","slug":"resources","status":"publish","type":"back-matter","link":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/back-matter\/resources\/","title":{"raw":"Resources","rendered":"Resources"},"content":{"raw":"<h1>Useful Websites<\/h1>\r\n<ul>\r\n \t<li>Machine Learning \/ Statistics Dictionary: https:\/\/ubc-mds.github.io\/resources_pages\/terminology\/<\/li>\r\n<\/ul>\r\n<h2>R resources<\/h2>\r\n<ul>\r\n \t<li>Data Wrangling with R: https:\/\/stat545.com\/<\/li>\r\n<\/ul>\r\n<h2>Python resources<\/h2>\r\n<ul>\r\n \t<li>Sklearn documentation: https:\/\/scikit-learn.org\/stable\/index.html<\/li>\r\n \t<li>Pandas cheatsheet: https:\/\/pandas.pydata.org\/Pandas_Cheat_Sheet.pdf<\/li>\r\n<\/ul>\r\n<h2>Books<\/h2>\r\n<ul>\r\n \t<li>Chatterjee and Hadi.\u00a0 \"Regression Analysis by Example, 5th Edition\". Wiley, 2012.<\/li>\r\n \t<li>Jaggia, Kelly, Lertwachara and Chen.\u00a0 \"Business Analytics: Communicating with Numbers\".\u00a0 McGrawHill, 2021<\/li>\r\n \t<li>James, Witten, Hastie, Tibshirani, \"Introduction to Statistical Learning, with Applications in R\", Springer 2021: 2nd Edition Online available: https:\/\/www.statlearning.com\/<\/li>\r\n \t<li>Hair, Black, Babin, Anderson and Tatham.\u00a0 \"Multivariate Data Analysis, 6th Edition\".\u00a0 Pearson, 2006.<\/li>\r\n \t<li>Strang, Gilbert.\u00a0 \"Linear Algebra\", Cambridge University Press.<\/li>\r\n \t<li>Goldfarb, Avi et al \"Prediction Machines\"<\/li>\r\n<\/ul>\r\n&nbsp;\r\n\r\n&nbsp;","rendered":"<h1>Useful Websites<\/h1>\n<ul>\n<li>Machine Learning \/ Statistics Dictionary: https:\/\/ubc-mds.github.io\/resources_pages\/terminology\/<\/li>\n<\/ul>\n<h2>R resources<\/h2>\n<ul>\n<li>Data Wrangling with R: https:\/\/stat545.com\/<\/li>\n<\/ul>\n<h2>Python resources<\/h2>\n<ul>\n<li>Sklearn documentation: https:\/\/scikit-learn.org\/stable\/index.html<\/li>\n<li>Pandas cheatsheet: https:\/\/pandas.pydata.org\/Pandas_Cheat_Sheet.pdf<\/li>\n<\/ul>\n<h2>Books<\/h2>\n<ul>\n<li>Chatterjee and Hadi.\u00a0 &#8220;Regression Analysis by Example, 5th Edition&#8221;. Wiley, 2012.<\/li>\n<li>Jaggia, Kelly, Lertwachara and Chen.\u00a0 &#8220;Business Analytics: Communicating with Numbers&#8221;.\u00a0 McGrawHill, 2021<\/li>\n<li>James, Witten, Hastie, Tibshirani, &#8220;Introduction to Statistical Learning, with Applications in R&#8221;, Springer 2021: 2nd Edition Online available: https:\/\/www.statlearning.com\/<\/li>\n<li>Hair, Black, Babin, Anderson and Tatham.\u00a0 &#8220;Multivariate Data Analysis, 6th Edition&#8221;.\u00a0 Pearson, 2006.<\/li>\n<li>Strang, Gilbert.\u00a0 &#8220;Linear Algebra&#8221;, Cambridge University Press.<\/li>\n<li>Goldfarb, Avi et al &#8220;Prediction Machines&#8221;<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"author":883,"menu_order":2,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"back-matter-type":[],"contributor":[],"license":[],"class_list":["post-23","back-matter","type-back-matter","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/pressbooks\/v2\/back-matter\/23","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/pressbooks\/v2\/back-matter"}],"about":[{"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/wp\/v2\/types\/back-matter"}],"author":[{"embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/wp\/v2\/users\/883"}],"version-history":[{"count":2,"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/pressbooks\/v2\/back-matter\/23\/revisions"}],"predecessor-version":[{"id":306,"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/pressbooks\/v2\/back-matter\/23\/revisions\/306"}],"metadata":[{"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/pressbooks\/v2\/back-matter\/23\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/wp\/v2\/media?parent=23"}],"wp:term":[{"taxonomy":"back-matter-type","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/pressbooks\/v2\/back-matter-type?post=23"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/wp\/v2\/contributor?post=23"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/businessanalytics\/wp-json\/wp\/v2\/license?post=23"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}