MATH 555 - Statistical Learning

(3) Prereq/Corequisite(s): MATH 451

Introduction to the theory of statistical learning techniques and application of these approaches to real data. Course broadly covers supervised and unsupervised learning, including topics in regression, classification, clustering, dimensionality reduction, model evaluation and selection. Cross-listed with MATH 455