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C S 364M C S 364M. Principles of Machine Learning II. 3 Hours.

Introduction to advanced machine learning: optimization methods, statistical inference and probabilistic modeling, generalization, and uncertainty quantification. Three lecture hours a week for one semester. Computer Science 364D and 364M may not both be counted. Prerequisite: Upper-division standing and Computer Science 363D, 363M or 363H, and 331 or 331H with a grade of at least C-.