Foundations and applications of statistical machine learning. Supervised and unsupervised learning; machine classification and regression methods, regularized basis methods, kernel methods, boosting, and neural networks.

Level

grad

Department

Math

Credits

4

Prerequisites

MA 575 & MA 581