Statistical Learning I

Catalog description

This version has ended; see updated course, below. Course Description: Fundamental concepts and methods in statistical learning with emphasis on supervised learning. Principles, methodologies and applications of parametric and nonparametric regression, classification, resampling and model selection techniques.