STAT4360 - Introduction to Statistical Learning

STAT 4360 Introduction to Statistical Learning (3 semester credit hours) Supervised and unsupervised learning; classification; clustering; tree-based methods; support vector machines; cross-validation; model selection and regularization; and principal components analysis. Prerequisites: STAT 4355 or instructor consent required. (3-0) Y