ocw.mit.edu

[Resource] MIT OpenCourseWare: Mathematics Of Machine Learning (ocw.mit.edu)

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.

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