STAT 860. Statistical Machine Learning. 3 Credits.
This course provides several fundamental concepts and methods in statistical machine learning: linear method for regression, linear method for classification, KNN, regression tree, classification tree, bagging, random forest, boosting, support vector machine, neural networks, K-means clustering. Prereq: STAT 661, STAT 671 and STAT 768.