{"id":469,"date":"2022-05-10T04:31:26","date_gmt":"2022-05-10T04:31:26","guid":{"rendered":"\/wolfram-u\/?post_type=courses&#038;p=469"},"modified":"2026-07-17T17:23:22","modified_gmt":"2026-07-17T17:23:22","slug":"machine-learning-basics-ml902","status":"publish","type":"courses","link":"https:\/\/www.wolfram.com\/wolfram-u\/courses\/artificial-intelligence\/machine-learning-basics-ml902\/","title":{"rendered":"Machine Learning Basics"},"content":{"rendered":"<p>Explore machine learning in Wolfram Language with this collection of video lessons. Topics include supervised learning tasks, like classification and regression; unsupervised learning tasks, such as clustering, feature extraction and dimension reduction; generative learning from sequences as well as the built-in pre-trained models available in Wolfram Language. Demonstrative examples include image identification, text recognition, sentiment classification and more.<\/p>\r\n","protected":false},"excerpt":{"rendered":"Follow this video series to learn about machine learning with the help of the Wolfram Language. Start with supervised learning tasks like classification and regression and move on to unsupervised learning tasks such as clustering, feature extraction and dimension reduction. Next, take a peek into active learning and generative learning from sequences. Finally, discover the built-in pre-trained models available in the Wolfram Language for specific machine learning tasks like image identification, text recognition, sentiment classification and more.","protected":false},"featured_media":644,"parent":0,"template":"","meta":{"footnotes":""},"course_format":[21],"class_list":["post-469","courses","type-courses","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/469"}],"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":4,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/469\/revisions"}],"predecessor-version":[{"id":4352,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/469\/revisions\/4352"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media\/644"}],"wp:attachment":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media?parent=469"}],"wp:term":[{"taxonomy":"course_format","embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/course_format?post=469"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}