{"id":484,"date":"2026-08-17T21:13:46","date_gmt":"2026-08-17T21:13:46","guid":{"rendered":"https:\/\/www.keithdillon.com\/?page_id=484"},"modified":"2026-08-17T21:13:46","modified_gmt":"2026-08-17T21:13:46","slug":"data-science-and-machine-learning-i-fall-2026","status":"publish","type":"page","link":"https:\/\/www.keithdillon.com\/index.php\/data-science-and-machine-learning-i-fall-2026\/","title":{"rendered":"Data Science and Machine Learning I \u2013 Fall 2026"},"content":{"rendered":"<h3>Overview<\/h3>\n<p>This is a first course in machine learning and AI. We will introduce the major tools and build towards a understanding of the workings of modern state of the art methods. Course will include test processing and an introduction to natural language processing.<\/p>\n<p>Prerequisites: programing skills (course will be using Python) and linear algebra (primarily comfort with vectors and matrices).<br \/>\nSee the following for a review: <a href=\"https:\/\/www.keithdillon.com\/index.php\/bootcamp\/\">Python and math bootcamp<\/a><\/p>\n<h3>Class slides:<\/h3>\n<p>1. <a href=\"https:\/\/www.keithdillon.com\/classes\/UMMC\/BDS761-03\/BDS761_01_Intro.html\">Introduction<\/a><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Overview This is a first course in machine learning and AI. We will introduce the major tools and build towards a understanding of the workings of modern state of the art methods. Course will include test processing and an introduction<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"_links":{"self":[{"href":"https:\/\/www.keithdillon.com\/index.php\/wp-json\/wp\/v2\/pages\/484"}],"collection":[{"href":"https:\/\/www.keithdillon.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.keithdillon.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.keithdillon.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.keithdillon.com\/index.php\/wp-json\/wp\/v2\/comments?post=484"}],"version-history":[{"count":3,"href":"https:\/\/www.keithdillon.com\/index.php\/wp-json\/wp\/v2\/pages\/484\/revisions"}],"predecessor-version":[{"id":487,"href":"https:\/\/www.keithdillon.com\/index.php\/wp-json\/wp\/v2\/pages\/484\/revisions\/487"}],"wp:attachment":[{"href":"https:\/\/www.keithdillon.com\/index.php\/wp-json\/wp\/v2\/media?parent=484"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}