STAT 5387 - Statistical Machine Learning

3 Semester Credit Hours

Prerequisites: STAT 5328 and MATH 5316 or departmental approval. Covers the implementation and theory of statistical machine learning, including model selection, spline regression, principal component analysis, nearest neighbor classification, support vector machine, and k-means.