APPM-4580 (3) Statistical Applications: Software and Methods

Covers an introduction to statistical learning. Develops linear regression, classification, model selection, regularization, tree-based methods and resampling methods. Models and methods are illustrated on actual datasets using statistical software. Same as APPM 5580. Requisites: Requires prerequisite courses of APPM 3570 or APPM 4570 and APPM 4520 (all minimum grade C-).