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STATS 231C

Bruinwalk
Main Course

Theories of Machine Learning

4 units
Taken?

Description

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.

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