{"id":307,"date":"2022-05-03T17:47:47","date_gmt":"2022-05-03T17:47:47","guid":{"rendered":"\/wolfram-u\/?post_type=courses&#038;p=307"},"modified":"2025-10-27T17:37:53","modified_gmt":"2025-10-27T17:37:53","slug":"overview-deep-neural-networks-ml021","status":"publish","type":"courses","link":"https:\/\/www.wolfram.com\/wolfram-u\/courses\/artificial-intelligence\/overview-deep-neural-networks-ml021\/","title":{"rendered":"An Overview of Deep Neural Networks Applications"},"content":{"rendered":"<p>A high-level overview of deep neural networks applications. This video lesson shows many examples of problems that can be solved with deep neural nets, including image classification, sequence prediction, speech recognition and question answering. The video includes a case study of how the <strong>ImageIdentify<\/strong> function was built using the Wolfram neural network framework itself. Some familiarity with Wolfram Language and neural network concepts is needed for this lesson.<\/p>","protected":false},"excerpt":{"rendered":"This video lesson shows many examples of problems that can be solved with deep neural nets, including image classification, sequence prediction, speech recognition and question answering.","protected":false},"featured_media":681,"parent":0,"template":"","meta":{"footnotes":""},"course_format":[22],"class_list":["post-307","courses","type-courses","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/307"}],"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\/307\/revisions"}],"predecessor-version":[{"id":4387,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/307\/revisions\/4387"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media\/681"}],"wp:attachment":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media?parent=307"}],"wp:term":[{"taxonomy":"course_format","embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/course_format?post=307"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}