Tentative Class Schedule

CSE 6363
Machine Learning
Tentative Lecture and Assignment Schedule
Spring 2021 - TTh 3:30pm - 4:50pm
Class Date Readings Lecture Topics Assignments
1 01/19   Course Details and Overview  
2 01/21   Background: Probability, Information, utility  
3 01/26   Supervised Learning  
4 01/28   Supervised Learning  
5 02/02   Regression  
6 02/04   Regression  
7 02/09   Regression & Classification  
8 02/11   Classification Homework 1 due
9 02/16   Neural Networks Quizz 1
10 02/18   Neural Networks  
11 02/23   Support Vector Machines  
12 02/25   Decision Trees Project 1 due
13 03/02   Ensemble Methods Quizz 2
14 03/04   Unsupervised Learning  
15 03/09   Clustering  
16 03/11   Unsupervised Feature Learning Homework 2 due
  03/16   Spring Break - No Class  
  03/18   Spring Break - No Class  
17 03/23   Regularization and Complexity Quizz 3
18 03/25   Semi-Supervised learning  
19 03/30   Graphical Models  
20 04/01   Graphical Models Project 2 due
21 04/06   Structure Learning Quizz 4
22 04/08   Introduction to Reinforcement Learning  
23 04/13   MDPs and Reinforcement Learning  
24 04/15   Reinforcement Learning Homework 3 due
25 04/20   Reinforcement Learning Quizz 5
26 04/22   Deep Learning  
27 04/27   Deep Learning  
28 04/29   Advanced Learning Topics Project 3 due
29 05/04   Advanced Learning Topics Quizz 6
30 TBD   Final Project Presentations During Finals Week