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loaded in screen.css aad-20220314--> Skip to Bulletin Content Skip to Bulletin Navigation AZ Index Bulletin Home Institution Home Washington University in St.Louis Send Page to Printer Download / Print Options Toggle menu Search Bulletin Submit search --> About Washington University Programs of Study Undergraduate Graduate &&＃8203; Professional About This Bulletin Search Results Search Results 2023-24 Bulletin About Washington University Programs of Study Undergraduate Graduate &​ Professional About This Bulletin Bulletin Submit search --> Search Send Page to Printer Download / Print Options Search Results Bulletin›Search Results›Search Results Change Edition 2023-24 (1 result) 2022-23 (1 result) 2020-21 (1 result) 2019-20 (1 result) 2018-19 (1 result) 2017-18 (2 results) 2016-17 (2 results) 2015-16 (0 results) 2014-15 (0 results) 2013-14 (0 results) 2012-13 (0 results) 2011-12 (0 results) Go E81 CSE 417T Introduction to Machine Learning The field of machine learning is concerned with the question of how to construct computer programs that automatically improve with experience. This course is a broad introduction to machine learning, covering the foundations of supervised learning and important supervised learning algorithms. Topics to be covered are the theory of generalization (including VC-dimension, the bias-variance tradeoff, validation, and regularization) and linear and non-linear learning models (including linear and logistic regression, decision trees, ensemble methods, neural networks, nearest-neighbor methods, and support vector machines). Prerequisites: CSE 247, ESE 326 ( or Engr 328) , Math 233, and Math 309 (can be taken concurrently).Credit 3 units. EN: BME T, TU View Sections Contact Info About Washington University Programs of Study Undergraduate Graduate &&＃8203; Professional About This Bulletin Search Results Search Results Office of the University Registrar Washington University in St. Louis Women's Building, Suite 10 One Brookings Drive, MSC 1143-0156-0B St. Louis, MO 63130-4899 314-935-5959 | fax: 314-935-4268 [email protected] https://registrar.wustl.edu Email the Bulletin editor Additional Resources Admissions Course Listings Financial Aid Bulletin A-Z Index Site Map facebook twitter instagram youtube flickr --> Snapchat TikTok © 2023 Washington University in St. Louis Close this window Print Options Back to top