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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 &​ 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 (0 results) 2019-20 (0 results) 2018-19 (0 results) 2017-18 (0 results) 2016-17 (0 results) 2015-16 (0 results) 2014-15 (0 results) 2013-14 (0 results) 2012-13 (0 results) 2011-12 (0 results) Go E35 ESE 417 Introduction to Machine Learning and Pattern Classification This course provides a broad introduction to machine learning and statistical pattern classification. Students will study theoretical foundations of learning and several important supervised and unsupervised machine learning methods and algorithms, including linear model of regression and classification, logistic regression, Bayesian learning methods, neural networks, nearest neighbor method, support vector machines methods, clustering methods and principal component analysis. Students will also learn to use Python programming language to implement learned models and methods to solve pattern classification problems. Prerequisites: ESE 326, Math 233, and Python programming experience.Credit 3 units. EN: BME T, TU View Sections Contact Info About Washington University Programs of Study Undergraduate Graduate &​ 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

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