{"id":709,"date":"2025-04-13T10:23:39","date_gmt":"2025-04-13T14:23:39","guid":{"rendered":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/?page_id=709"},"modified":"2025-04-13T10:23:55","modified_gmt":"2025-04-13T14:23:55","slug":"courses","status":"publish","type":"page","link":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/courses\/","title":{"rendered":"Courses"},"content":{"rendered":"\n
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Courses<\/h2>\n\n\n\n

I regularly teach courses in foundational machine learning and applied AI.<\/p>\n\n\n\n

See the list below. The latest syllabi can be found on my home department\u2019s website<\/a>.<\/p>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><\/section>\n\n\n\n

Course Code<\/th>Course Name<\/th>Level<\/th>Semester<\/th>EDGE?<\/th>Prerequisites<\/th>More<\/th><\/tr><\/thead>
EEE4773<\/td>Fundamentals of Machine Learning<\/td>Undergraduate<\/td>Fall, Spring<\/td>No<\/td>EEL3850, EEL3135<\/td>Part of Undergraduate AI Fundamentals & Applications Certificate<\/a><\/td><\/tr>
EEL4930<\/td>Applied Machine Learning Systems<\/td>Undergraduate<\/td>Fall, Spring<\/td>No<\/td>Python programming<\/td>Co-listed with graduate section<\/td><\/tr>
EEL5840<\/td>Fundamentals of Machine Learning<\/td>Graduate<\/td>Fall, Spring<\/td>Yes, in Fall<\/td>A solid working knowledge\u2014at least at the undergraduate level\u2014of probability theory, linear algebra, statistics, and Python programming is expected.<\/td>Co-listed with undergraduate section<\/td><\/tr>
EEL5934<\/td>Applied Machine Learning Systems<\/td>Graduate<\/td>Fall, Spring<\/td>No<\/td>Python programming<\/td>Co-listed with undergraduate section<\/td><\/tr>
EGN5216<\/td>Machine Learning for AI Systems<\/td>Graduate<\/td>Fall<\/td>No<\/td>Solid programming experience<\/td>Part of the core curriculum for the MS in AI Systems<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"

Course Code Course Name Level Semester EDGE? Prerequisites More EEE4773 Fundamentals of Machine Learning Undergraduate Fall, Spring No EEL3850, EEL3135 Part of Undergraduate AI Fundamentals & Applications Certificate EEL4930 Applied Machine Learning Systems Undergraduate Fall, Spring No Python programming Co-listed with graduate section EEL5840 Fundamentals of Machine Learning Graduate Fall, Spring Yes, in Fall A […]<\/p>\n","protected":false},"author":340,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-709","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/wp-json\/wp\/v2\/pages\/709","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/wp-json\/wp\/v2\/users\/340"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/wp-json\/wp\/v2\/comments?post=709"}],"version-history":[{"count":9,"href":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/wp-json\/wp\/v2\/pages\/709\/revisions"}],"predecessor-version":[{"id":729,"href":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/wp-json\/wp\/v2\/pages\/709\/revisions\/729"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/catia-silva\/wp-json\/wp\/v2\/media?parent=709"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}