STAT 4113 - Statistical Machine Learning

Sem. Hrs: 3

Statistical machine learning, focusing on classification and regression. Topics include classification, linear discriminant analysis, supervised and unsupervised learning, model selection, regularization, regression and classification trees, principal component analysis and clustering. The methods are applied to real data. Fall.

Prerequisites: STAT 3243.