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MATH 560 - Introduction to Key Statistical Learning Methods I

Description
Part one of a two-course series introducing statistical learning methods with a focus on conceptual understanding and practical applications. Methods covered will include Introduction to Statistical Learning, Linear Regression, Cross validation, Basis Expansions, Regularization, Non linear Models, Model Assessment and Selection.
Credits
3
Recent Professors
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Recent Semesters
Spring 2022, Spring 2021, Spring 2020
Offered
TuTh
Avg. Class Size
28
Avg. Sections
1