{"id":2190,"date":"2020-03-15T12:41:41","date_gmt":"2020-03-15T16:41:41","guid":{"rendered":"https:\/\/people.clas.ufl.edu\/boyland\/?page_id=2190"},"modified":"2026-03-19T08:10:30","modified_gmt":"2026-03-19T12:10:30","slug":"lads-materials","status":"publish","type":"page","link":"https:\/\/people.clas.ufl.edu\/boyland\/lads-materials\/","title":{"rendered":"LADS &#8212; Materials"},"content":{"rendered":"\r\n<section class=\"fullwidth-text-block\">\r\n\t<div class=\"container px-0 pt-5\">\r\n\t\t<div class=\"row align-items-start\">\r\n\t\t\t<div class=\"col-12\">\r\n\t\t\t\t\n<h1 class=\"wp-block-heading\">LADS &#8212; Materials<\/h1>\n\n\n\n<ul class=\"wp-block-list\"><li>Lecture notes from 03\/11\/20\u00a0 <a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2191\">LADS_031120<\/a><\/li>\n<li>Lecture notes from 03\/13\/20\u00a0 <a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2192\">LADS_031320<\/a>, videos on video page<\/li>\n<li>The Machine Learning lectures make use of two on-line, free books\n<ul>\n<li>Neural Networks and Deep Learning by Michael Nielsen<br>\n<a href=\"http:\/\/neuralnetworksanddeeplearning.com\/index.html\">http:\/\/neuralnetworksanddeeplearning.com\/index.html<\/a><\/li>\n<li>Deep Learning by Ian Goodfellow and Yoshua Bengio and Aaron Courville <a href=\"http:\/\/www.deeplearningbook.org\/\">http:\/\/www.deeplearningbook.org\/<\/a><\/li>\n<\/ul>\n<\/li><li>Video on neuron on the video for MLb comes from: Dingman M. Know Your Brain: Telencephalon. Neuroscientifically Challenged. <a href=\"http:\/\/www.neuroscientificallychallenged.com\/\">http:\/\/www.neuroscientificallychallenged.com<\/a><\/li>\n<li>Lecture notes from Machine Learning Lecture <a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2219\">ML_032020<\/a>, videos available<\/li>\n<li>Lecture notes from Gradient Lecture, <a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2230\">Grad_032320<\/a> videos available<\/li>\n<li>Lecture notes on Deep NN Examples, <a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2248\">ML_EG_032720<\/a> videos available<\/li>\n<li>Lecture notes on Gradient Cont,\u00a0\u00a0<a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2258\">Gradcont_033020<\/a>\u00a0 videos available<\/li>\n<li>Lecture notes on Gradient, concluded,\u00a0\u00a0\u00a0<a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2263\">gradconcl_040120<\/a> videos available<\/li>\n<li>Lecture notes on Complex vectors spaces intro:\u00a0 <a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2277\">complex_intro_040720<\/a> videos available<\/li>\n<li>Lecture notes on applications of ON basis:\u00a0<a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2293\">ONbasis_040920<\/a>\u00a0 videos available<\/li>\n<li>Lecture notes on introduction to the DFT\u00a0<a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2303\">DFT_041220<\/a> videos available<\/li>\n<li>Lecture notes on frequencey analysis via the DFT <a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2309\">freq_041520<\/a> videos available<\/li>\n<li>Lecture notes on convolution, filters and the DFT\u00a0\u00a0<a href=\"https:\/\/people.clas.ufl.edu\/boyland\/content-removed\/\" rel=\"attachment wp-att-2316\">conv_041720<\/a> videos available<\/li>\n<\/ul>\n\n\n\n\n\n\n\r\n\t\t\t<\/div>\r\n\t\t<\/div>\r\n\t<\/div>\r\n<\/section>\r\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":146,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-2190","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/people.clas.ufl.edu\/boyland\/wp-json\/wp\/v2\/pages\/2190","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.clas.ufl.edu\/boyland\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/people.clas.ufl.edu\/boyland\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/people.clas.ufl.edu\/boyland\/wp-json\/wp\/v2\/users\/146"}],"replies":[{"embeddable":true,"href":"https:\/\/people.clas.ufl.edu\/boyland\/wp-json\/wp\/v2\/comments?post=2190"}],"version-history":[{"count":11,"href":"https:\/\/people.clas.ufl.edu\/boyland\/wp-json\/wp\/v2\/pages\/2190\/revisions"}],"predecessor-version":[{"id":4104,"href":"https:\/\/people.clas.ufl.edu\/boyland\/wp-json\/wp\/v2\/pages\/2190\/revisions\/4104"}],"wp:attachment":[{"href":"https:\/\/people.clas.ufl.edu\/boyland\/wp-json\/wp\/v2\/media?parent=2190"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}