IDS 575. Machine Learning and Statistical Methods for Business Analytics. 4 hours.
Generalized Linear Models; Maximum Likelihood and Expectation Maximization; Sampling; Factor Analysis; Support Vector Machines; Random Forests; Boosting; Time Series Analysis; Sampling and Optimization. Course Information: Extensive computer use required. Prerequisite(s): IDS 570.