Syllabus for CS688 (Fall 2019)

(This will be changed frequently)


Topics

Reading Material

Lecture 1

facts

Slides

Summary

Lecture 2

Slides

Lecture 3

Slides
Tutorial

Lecture 4

Linear Models

Lecture 5

Probabilistic Regression

Lecture 6

Coin Game
Game Figures
Bayesian Regression

Lecture 7

Linear Models for Classification

Deep Learning

Slides

Midterm Material

Midterm Review

Lecture 8

Slides

Lecture 9

Slides

Lecture 10

Slides

Lecture 11

Slides
alternative slides

Material for Final Exam

List