
Two points on the real line are shattered by half-lines. (Image by Prof. Philippe Rigollet.)
Course Description
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.
You can read more about Prof. Rigollet’s work and courses on his website.
Instructor: | |
Course Number: |
|
Departments: | |
Topics: | |
As Taught In: | Fall 2015 |
Level: |
Graduate
|
Learning Resource Types
notes
Lecture Notes
assignment_turned_in
Problem Sets with Solutions