CS165B: Machine Learning Schedule |
Tentative Schedule
Date |
Topic |
Reading |
Assignment |
4 Apr |
Introduction | ||
6 Apr |
Basic Machine Learning Concept | Chapter 1 | |
11 Apr |
Classification | Chapter 2 | HW#1 out |
13 Apr |
Classification | Chapter 3 | |
18 Apr |
Decision Tree | Chapter 4 | MP#1 out |
20 Apr |
Decision Tree | Chapter 5 | HW#1 due, HW#2 out |
25 Apr |
Linear Model | Chapter 7 | |
27 Apr |
Linear Model | MP#1 due | |
2 May |
Perceptron, SVM | MP#2 out | |
4 May |
Kernels | Chapter 8 | HW#2 due, HW#3 out |
9 May |
Clustering | Chapter 9 | |
11 May |
Midterm | ||
16 May |
Clustering | ||
18 May |
Machine Learning Experiments | Chapter 10 |
MP#2 due, HW#3 due (May 20) |
23 May |
Ensemble | MP#3 out | |
25 May |
Boosting | HW#4 out | |
30 May |
Neural Network | Chapter 12 | MP#4 out |
1 Jun |
Neural Network | MP#3 due (June 3) | |
6 Jun |
Deep Learning | ||
8 Jun |
Deep Learning | HW#4 due | |
12 Jun |
Final Exam June 12, 12-3pm, NH 1006
|
MP#4 out (June 15) |