CS165B: Machine Learning Schedule |
Tentative Schedule
|
Date |
Topic |
Reading |
Assignment |
|
30 March |
Introduction | ||
|
1 Apr |
Basic Machine Learning Concept | Chapter 1 | |
|
6 Apr |
Classification | Chapter 2 | HW#1 out |
|
8 Apr |
Classification | Chapter 3 | |
|
13 Apr |
Decision Tree | Chapter 4 | MP#1 out |
|
15 Apr |
Decision Tree | Chapter 5 | HW#1 due, HW#2 out |
|
20 Apr |
Linear Model | Chapter 7 | |
|
22 Apr |
Linear Model | MP#1 due | |
|
27 Apr |
Perception, SVM | MP#2 out | |
|
29 Apr |
Kernels | Chapter 8 | HW#2 due, HW#3 out |
|
4 May |
Clustering | Chapter 9 | |
|
6 May |
Midterm | ||
|
11 May |
Clustering | ||
|
13 May |
Machine Learning Experiments | Chapter 10 | MP#2 due (May14 due), HW#4 out |
|
18 May |
Ensemble | HW#3 due, MP#3 out | |
|
20 May |
Boosting | ||
|
25 May |
Neural Network | Chapter 12 | |
|
27 May |
Memorial Day | ||
|
1 Jun |
Neural Network | ||
|
3 Jun |
Deep Learning | HW#4 due | |
| MP#3 due (June 5) | |||
|
7-12 Jun |
Final Exam
|