Convex Optimization for Machine Learning

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.