Statistical Learning and Data Mining

This course provides a introduction to statistical learning and data mining techniques. Topics include linear regression, logistic regression, linear discriminant analysis, classification and regression trees, random forest, boosting, and an introduction to deep learning. Statistical software packages are used extensively.