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4820. Introduction to Machine Learning

3.00 credits

Prerequisites: MATH 2210Q; STAT 3025 or 3345 or 3375 or MATH 3160; open only to Computer Science and Engineering majors; juniors or higher. Recommended preparation: CSE 3500.

Grading Basis: Graded

An introduction to the basic tools and techniques of machine learning, including models for both supervised and unsupervised learning, related optimization techniques, and methods for model validation. Topics include linear and logistic regression, SVM classification and regression, kernels, regularization, clustering, and on-line algorithms for regret minimization.

Last Refreshed: 06-MAY-21 AM
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Term Campus Instruction Mode Instructor Section Session Schedule Location Enrollment Notes
Fall 2021 Storrs In Person He, Suining 001 Reg TuTh 5:00pm‑6:15pm