STAT 617

Statistical Learning

Supervised learning algorithms such as classification, regression, splines, lasso and other shrinkage methods, bootstrap, boosting, tree based methods and support vector machines, and unsupervised learning algorithms such as clustering and principal components analysis

Units: 3.0