Modules Topics covered in this class

For any module not marked as “Coming Soon”, click on it to go to a page containing details.

1. Introduction

Welcome to EE 645

Mon, Jan 8 - Mon, Jan 8

2. Soft start: Linear methods

Basics of linear models

Mon, Jan 8 - Wed, Jan 17

3. Kernel methods

Kernel methods

Wed, Jan 24 - Wed, Feb 21

4. High dimensional Gaussians

High dimensional Gaussians and Gaussian Mixture models

Mon, Mar 4 - Sat, Mar 13

5. Natural Language Processing

Natural Language Processing, Transformers

Mon, Mar 25 - Mon, Apr 8

6. Learning Theory

Learning Theory

Wed, Apr 10 - Mon, Apr 22