{"id":54,"date":"2026-08-18T21:33:07","date_gmt":"2026-08-18T21:33:07","guid":{"rendered":"https:\/\/stephendavies.org\/data419\/?page_id=54"},"modified":"2026-08-18T22:25:15","modified_gmt":"2026-08-18T22:25:15","slug":"readings","status":"publish","type":"page","link":"https:\/\/stephendavies.org\/data419\/index.php\/readings\/","title":{"rendered":"Readings"},"content":{"rendered":"<h3>Sources:<\/h3>\n<ul>\n<li><b>ISLP<\/b>: <a href=\"https:\/\/www.statlearning.com\/\">Introduction to Statistical Learning with Python<\/a>, by James, Witten &amp; friends<\/li>\n<li><b>QSC<\/b>: <a href=\"http:\/\/stephendavies.org\/quick.pdf\/\">A Quick Steep Climb up Linear Algebra<\/a>, by Davies<\/li>\n<li><b>ATM<\/b>: <a href=\"http:\/\/allthemath.org\/course\/linear-algebra\">allthemath.org<\/a>, Linear Algebra unit<\/li>\n<\/ul>\n<p><center><\/p>\n<table border=\"1\" cellpadding=\"10\" cellspacing=\"3\">\n<tbody>\n<tr>\n<th>Date<\/th>\n<th>Reading<\/th>\n<\/tr>\n<tr>\n<td align=\"center\">Aug 25<\/td>\n<td><a href=\"https:\/\/www.statlearning.com\/\">ISLP<\/a> ch.1 &mdash; Introduction<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Aug 27<\/td>\n<td><a href=\"https:\/\/www.statlearning.com\/\">ISLP<\/a> ch.2 &mdash; Statistical Learning<br \/><a href=\"http:\/\/stephendavies.org\/quick.pdf\">QSC<\/a> &sect; 2.1 (pp.11-15), &sect;2.4&mdash;2.7 (pp.21-45)<br \/>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<i><b>or<\/b><\/i><br \/><a href=\"https:\/\/allthemath.org\/course\/linear-algebra\/\">ATM<\/a> episode II: videos 1,5,6,7,8<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">Sep 1-3<\/td>\n<td><a href=\"http:\/\/stephendavies.org\/quick.pdf\">QSC<\/a> &sect; 4.1&mdash;4.2 (pp.85-88); &sect;4.4 (pp.89-96); &sect;4.6 (pp.97-104)<br \/>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;<i><b>or<\/b><\/i><br \/><a href=\"https:\/\/allthemath.org\/course\/linear-algebra\/\">ATM<\/a> episode IV: videos 1,2,3,4,5<\/td>\n<\/tr>\n<\/table>\n<p><\/center><\/p>\n<p><!--\nvim:textwidth=99999\n--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sources: ISLP: Introduction to Statistical Learning with Python, by James, Witten &amp; friends QSC: A Quick Steep Climb up Linear Algebra, by Davies ATM: allthemath.org, Linear Algebra unit Date Reading Aug 25 ISLP ch.1 &mdash; Introduction Aug 27 ISLP ch.2 &mdash; Statistical LearningQSC &sect; 2.1 (pp.11-15), &sect;2.4&mdash;2.7 (pp.21-45)&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;orATM episode II: videos 1,5,6,7,8 Sep 1-3 QSC [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":25,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-54","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/stephendavies.org\/data419\/index.php\/wp-json\/wp\/v2\/pages\/54","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stephendavies.org\/data419\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/stephendavies.org\/data419\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/stephendavies.org\/data419\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stephendavies.org\/data419\/index.php\/wp-json\/wp\/v2\/comments?post=54"}],"version-history":[{"count":5,"href":"https:\/\/stephendavies.org\/data419\/index.php\/wp-json\/wp\/v2\/pages\/54\/revisions"}],"predecessor-version":[{"id":59,"href":"https:\/\/stephendavies.org\/data419\/index.php\/wp-json\/wp\/v2\/pages\/54\/revisions\/59"}],"wp:attachment":[{"href":"https:\/\/stephendavies.org\/data419\/index.php\/wp-json\/wp\/v2\/media?parent=54"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}