{"id":2422,"date":"2024-04-16T16:41:23","date_gmt":"2024-04-16T16:41:23","guid":{"rendered":"\/wolfram-u\/?post_type=courses&#038;p=2422"},"modified":"2026-05-14T17:43:06","modified_gmt":"2026-05-14T17:43:06","slug":"neural-net-framework-introduction-ml914","status":"publish","type":"courses","link":"https:\/\/www.wolfram.com\/wolfram-u\/courses\/artificial-intelligence\/neural-net-framework-introduction-ml914\/","title":{"rendered":"The Neural Net Framework: A Gentle Introduction"},"content":{"rendered":"<p>Neural networks are becoming better and increasingly more popular for machine learning and artificial intelligence applications due to more data and better technology being available. Learn how neural networks can be viewed as differentiable programs in the context of calculus. The course covers fundamental concepts related to building, training and validating neural net models. Examples will include both linear  and nonlinear regression models as well as classification tasks, specifically image classification. See how the symbolic nature of Wolfram Language and the Neural Net Framework itself make it easy to take apart layers in the network and create visualizations to help you understand how it works.<\/p>\r\n\r\n","protected":false},"excerpt":{"rendered":"Learn how neural networks can be viewed as differentiable programs in the context of calculus. The course covers fundamental concepts related to building, training and validating neural net models. See how the symbolic nature of Wolfram Language and the Neural Net Framework itself make it easy to take apart layers in the network and create visualizations to help you understand how it works.","protected":false},"featured_media":2552,"parent":0,"template":"","meta":{"footnotes":""},"course_format":[21],"class_list":["post-2422","courses","type-courses","status-publish","has-post-thumbnail","hentry","course_options-featured"],"_links":{"self":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/2422"}],"collection":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses"}],"about":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/types\/courses"}],"version-history":[{"count":3,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/2422\/revisions"}],"predecessor-version":[{"id":4366,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/2422\/revisions\/4366"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media\/2552"}],"wp:attachment":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media?parent=2422"}],"wp:term":[{"taxonomy":"course_format","embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/course_format?post=2422"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}