Convex Optimization for Machine Learning

Convex Optimization for Machine Learning

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Provides an introduction to convex optimization, one of the powerful and tractable optimization problems that can be efficiently solved on a computer. The goal is to help develop a sense of what convex optimization is, and how it can be used in a widening array of practical contexts, with a particular emphasis on machine learning.