BDA816O Machine Learning for Predictive Analytics

[3–0, 3 cr.]

Topics include data cleaning, and exploration; predictive models, linear and nonlinear regression models, decision tree analysis, and discriminant analysis; resampling techniques; clustering analysis and dimension reduction. Applications to marketing, operations, finance, and risk management.