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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 (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 B69 DAT 500S Machine Learning Tools for Prediction of Business Outcomes Predictive analytics deals with the employment of formal learning from business experience, using business data, to predict the future behavior of customers or other critical organizational elements in order to drive better business decisions. This course emphasizes data situations that students are likely to face in marketing, finance, manufacturing and consulting jobs. Students will analyze real-world business datasets using various advanced analytic techniques, such as logistic regression, decision trees, neural networks, stochastic gradient boosting, MARSplines, ensembles, clustering, associations, and so on. The focus of the course lies in the conversion of raw and messy business data into robust actionable predictions for decision-making.Credit 3 units.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