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.

Prerequisites & Notes
PRQ: STAT 410 and STAT 415; or STAT 510; or STAT 610 and STAT 515; or consent of department.

Credits: 3