Experiential Learning "Active" learning opportunities

This page collects together all of the “experiences” associated with individual modules.

In this site, experiences represent “active” learning opportunities, as opposed to readings, which represent “passive” learning opportunities. In many courses, readings and experiences together constitute the “assignments”.

Module: Introduction

Introductions

EE 645 Discord server

Module: Soft start: Linear methods

Linear Regression: Geometry

Lecture

Linear Regression: Regularization

Lecture

Linear Regression: Classification

Lecture

Module: Kernel methods

Kernel methods: Lectures

Lectures

Module: High dimensional Gaussians

High-d Gaussians: Lectures

Lectures

Module: Natural Language Processing

NLP: Lectures

Lectures

Module: Learning Theory

Lectures

Recordings