STATS 231C
Theories of Machine Learning
Description: (Formerly numbered 204.) Lecture, three hours. Requisites: courses 200A, 231B. Introduction to many useful nonparametric techniques such as nonparametric density estimation, nonparametric regression, and high-dimensional statistical modeling. Some semiparametric techniques and functional data analysis. Letter grading.
Units: 4.0
Units: 4.0