{"id":285,"date":"2022-04-29T22:04:38","date_gmt":"2022-04-29T22:04:38","guid":{"rendered":"\/wolfram-u\/?post_type=courses&#038;p=285"},"modified":"2026-07-16T20:42:35","modified_gmt":"2026-07-16T20:42:35","slug":"input-and-output-supervised-learning-ml003","status":"publish","type":"courses","link":"https:\/\/www.wolfram.com\/wolfram-u\/courses\/artificial-intelligence\/input-and-output-supervised-learning-ml003\/","title":{"rendered":"Learning from Input and Output: Supervised Learning"},"content":{"rendered":"<p>Wolfram Language contains several built-in functions for supervised learning tasks. This lesson shows how to use these functions to quickly create a simple interpretative model from labelled training data. You can also customize the model for a specific task by setting various model options as well as evaluate the performance of the trained model.<\/p>","protected":false},"excerpt":{"rendered":"Predict and Classify are highly automated functions in Wolfram Language for supervised learning tasks. This video shows how these functions can be used to quickly create a simple interpretative model from the input data or customized for a specific task by setting options like Method and PerformanceGoal. It discusses how trained classifier models can be evaluated using metrics like Accuracy and ConfusionMatrix. This class is suitable for beginners. No previous knowledge of machine learning is required.","protected":false},"featured_media":832,"parent":0,"template":"","meta":{"footnotes":""},"course_format":[22],"class_list":["post-285","courses","type-courses","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/285"}],"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\/285\/revisions"}],"predecessor-version":[{"id":4537,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/courses\/285\/revisions\/4537"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media\/832"}],"wp:attachment":[{"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/media?parent=285"}],"wp:term":[{"taxonomy":"course_format","embeddable":true,"href":"https:\/\/www.wolfram.com\/wolfram-u\/wp-json\/wp\/v2\/course_format?post=285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}