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| Week | Topics | Reading | Quiz/Assignment |
|---|---|---|---|
| 1 |
Introduction | Chapter 1, 2 | |
| 2 | Getting to Know Your Data | Chapter 2 | Assignment 1 |
| 3 | Data Preprocessing | Chapter 3 PCA tutorial | Quiz 1 (on Canvas) |
| 4 | Data Preprocessing | Chapter 3 |
Quiz 1 Due Tuesday 9/15 Assignment 1 Due Friday 9/18 |
| 5 | Frequent Pattern Mining | Chapter 6, 7 | Assignment 2 |
| 6 |
Frequent Pattern Mining | Chapter 6, 7 | Quiz 2 (on Canvas) |
| 7 |
-- Frequent Pattern Mining -- Midterm Review | Chapter 6, 7 |
Quiz 2 Due Tuesday 10/6 Assignment 2 Due Thursday 10/8 |
| 8 |
Midterm Exam Monday Oct. 12th 9am -12pm | Chapter 6, 7 | |
| 9 | Classification | Chapter 8, 9 | |
| 10 | Classification | Chapter 8, 9 |
Quiz 3 (on Canvas) Assignment 3 |
| 11 | Classification | Chapter 8, 9 | Quiz 3 Due Tuesday 11/3 |
| 12 |
Classification
(Slides updated on 11/10) | Chapter 8, 9 | |
| 13 | Cluster Analysis | Chapter 10, 11 | Assignment 3 Due Friday 11/20 Assignment 4 |
| 14
Thanks-giving break | Cluster Analysis | Chapter 10, 11 | Quiz 4 |
| 15 |
-- Cluster Analysis -- Final Review | Chapter 10, 11 | Quiz 4 Due Wednesday 12/02 Assignment 4 Due Thursday 12/03 |
| 16 |
Final Exam Monday Dec. 7th, Morning 9am - 12pm |