{"id":275,"date":"2021-08-26T10:00:00","date_gmt":"2021-08-26T06:00:00","guid":{"rendered":"https:\/\/alphonsedevasia.com\/blog\/?p=275"},"modified":"2022-09-03T17:23:11","modified_gmt":"2022-09-03T13:23:11","slug":"introduction-to-deep-learning","status":"publish","type":"post","link":"https:\/\/alphonsedevasia.com\/blog\/introduction-to-deep-learning\/","title":{"rendered":"Introduction to Deep Learning"},"content":{"rendered":"\n<p><span style=\"text-decoration:underline;\"><a rel=\"noreferrer noopener\" href=\"https:\/\/sebastianraschka.com\/blog\/2021\/dl-course.html\" target=\"_blank\">Introduction to Deep Learning<\/a><\/span> is a 5 part video lecture series from Adaptive Linear Neurons to Zero-shot Classification with Transformers from Sebastian Raschka.<\/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=\"L1.0 Intro to Deep Learning, Course Introduction\" width=\"810\" height=\"456\" src=\"https:\/\/www.youtube.com\/embed\/1nqCZqDYPp0?feature=oembed\" 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\n\n\n<p><\/p>\n\n\n\n<p class=\"has-text-align-justify\">The 5 part lecture series begins with an introduction to deep learning, moving to neural networks and deep learning for computer vision and finishing the course with deep generative models, GANs etc. Code examples can be downloaded from the associated GitHub repository as Jupyter notebooks.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-justify\">Sebastian Raschka is an Assistant Professor of Statistics at UW-Madison focusing on machine learning and deep learning research. This includes both deep learning method development and applications to both computer vision and computational biology. To find out more, please take a look at his recent <a href=\"https:\/\/sebastianraschka.com\/publications\" target=\"_blank\" rel=\"noreferrer noopener\"><span style=\"text-decoration:underline;\">research projects<\/span><\/a>.<\/p>\n\n\n\n<p>Great resource for anyone looking for an introduction to deep learning with code examples.<\/p>\n\n\n\n<p>Check out <a href=\"https:\/\/sebastianraschka.com\/blog\/2021\/dl-course.html\" target=\"_blank\" rel=\"noreferrer noopener\">Introduction to Deep Learning<\/a>.\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction to Deep Learning is a 5 part video lecture series from Adaptive Linear Neurons to Zero-shot Classification with Transformers from Sebastian Raschka.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[17,46,40,22,18,13],"class_list":["post-275","post","type-post","status-publish","format-standard","hentry","category-ai","tag-ai","tag-courses","tag-deep-learning","tag-lifelong-learning","tag-openlearning","tag-resources"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Introduction to Deep Learning<\/title>\n<meta name=\"description\" content=\"Introduction to Deep Learning is a 5 part video lecture series from Adaptive Linear Neurons to Zero-shot Classification with Transformers from Sebastian Raschka.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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