| Weeks |
Topics |
My lab |
Student Presenter (45min) |
Notes |
| Week 1 (04/1/2014) |
Introduction |
|
|
|
| Week 1 (04/3/2014) |
Frequent Pattern, Association Rule |
|
|
Project brainstorming starts |
| Week 2 (04/8/2014) |
Classification I/Bayesian
Networks |
|
|
|
| Week 2 (04/10/2014) |
Classification II/Random Forest |
Yang Li |
|
|
| Week 3 (04/15/2014) |
Linear Regression |
Fangqiu Han |
|
|
| Week 3 (04/17/2014) |
Clustering I |
|
|
HW1 out |
| Week 4 (04/22/2014) |
Clustering II |
|
|
|
| Week 4 (04/24/2014) |
Text and Web Mining I |
|
|
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| Week 5 (04/29/2014) |
Text and Web Mining II |
|
|
Proposal report due |
| Week 5 (05/1/2014) |
Similarity Search |
|
|
HW1due |
| Week 6 (05/6/2014) |
Mixture Model/EM |
Huan Sun |
|
|
| Week 6 (05/8/2014) |
Midterm |
|
|
|
| Week 7 (05/13/2014) |
Collaborative Filtering |
|
|
|
| Week 7 (05/15/2014) |
Feature Selection |
Yang Li |
|
|
| Week 8 (05/20/2014) |
Dimension Reduction |
Yu Su |
|
|
| Week 8 (05/22/2014) |
Kernel Methods |
Yu Su |
|
|
| Week 9 (05/27/2014) |
Neural Networks |
Huan Sun |
|
|
| Week 9 (05/29/2014) |
Deep Learning |
Fangqiu Han |
|
|
| Week 10 (06/3/2014) |
Project presentation/demo |
|
|
|
| Week 10 (06/5/2014) |
Project presentation/demo |
|
|
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| |
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| Week 11 (06/10/2014) |
No Class |
|
|
Final report due |