{"id":1566,"date":"2024-12-04T11:36:00","date_gmt":"2024-12-04T08:36:00","guid":{"rendered":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/?p=1566"},"modified":"2025-08-23T14:40:01","modified_gmt":"2025-08-23T11:40:01","slug":"deep-learning-course-done-lectures-online","status":"publish","type":"post","link":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/deep-learning-course-done-lectures-online\/","title":{"rendered":"Deep Learning course done &#8212; lectures online!"},"content":{"rendered":"\n<p>I was honored to complete teaching the &#8220;Deep Learning&#8221; course for this semester to undergraduate students at Qatar University and making all the lectures available on YouTube (25 lectures) as well as the presentation slides.<\/p>\n\n\n\n<p>I dedicate this simple contribution of mine to our steadfast students in our afflicted regions, hoping that it will intercede for us, even a small part of our shortcomings towards them, God willing.<\/p>\n\n\n\n<p>I hope making these lectures available will be a useful resource (even if modest) for beginners in the field who care more about understanding the basic principles and their details than just learning how to use libraries like PyTorch.<\/p>\n\n\n\n<p>In fact, the credit goes, after God, to the textbook I covered, which presents the principles in a wonderful, smooth, and simple way, with great illustrations that I have never seen the likes of in any of the many books on this topic: Understanding Deep Learning, by Simon Prince (2024). Thanks a million Simon!<\/p>\n\n\n\n<p>All comments on the lectures and the scientific material are welcome for a better future version, God willing.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Deep Learning Fall 2024\" width=\"900\" height=\"506\" src=\"https:\/\/www.youtube.com\/embed\/videoseries?list=PLRdABJkXXytCz19PsZ1PCQBKoZGV069k3\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>I was honored to complete teaching the &#8220;Deep Learning&#8221; course for this semester to undergraduate students at Qatar University and [&hellip;]<\/p>\n","protected":false},"author":104,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27],"tags":[],"class_list":["post-1566","post","type-post","status-publish","format-standard","hentry","category-teaching"],"_links":{"self":[{"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/posts\/1566","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/users\/104"}],"replies":[{"embeddable":true,"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/comments?post=1566"}],"version-history":[{"count":1,"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/posts\/1566\/revisions"}],"predecessor-version":[{"id":1567,"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/posts\/1566\/revisions\/1567"}],"wp:attachment":[{"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/media?parent=1566"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/categories?post=1566"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/qufaculty.qu.edu.qa\/telsayed\/wp-json\/wp\/v2\/tags?post=1566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}