MIT OCW Mathematics of Machine Learning (Fall 2015)

Broadly speaking, Machine Learning refers to the automated identification of patterns in data. As such it has been a fertile ground for new statistical and algorithmic developments. The purpose of this course is to provide a mathematically rigorous introduction to these developments with emphasis on methods and their analysis. Taught by Prof. Philippe Rigollet.