|
Data Mining |
| CSE-4412 |
| Winter 2009 |
|
York University
|
Tentative Schedule
| Date | Content | Reading |
| March 5 | Introduction to Data Mining and to the Course | Chapter 1 |
| March 10 | Introduction to Data Mining (cont'd) | Chapter 1 |
| March 12 | Association Rule Learning (Part 1) | Chapter 5 |
| March 17 | Association Rule Learning (Part 2) | Chapter 5 |
| march 19 | Association Rule Learning (Part 3) | Chapter 5 |
| March 24 | Sequential Pattern Mining (Part 1) | Supplementary reading |
| March 26 | Sequential Pattern Mining (Part 2) | Supplementary reading |
| March 31 | Decision Tree Learning (Part 1) | Chapter 6.3 |
| April 2 | Decision Tree Learning (Part-2) | Chapter 6.3 |
| April 7 | Data Preparation (Part 1) | Chapter 2 |
| April 9 | Data Preparation (Part 2) | Chapter 2 |
| April 14 | Midterm (Location: SLH 107) | |
| April 16 | Data Preparation (Part 3) | Chapter 2 |
| April 21 | Data Preparation (Part 4) and kNN | Chapter 6.9 |
| April 23 | Performance evaluation and Weka Demo | |
| April 28 | Decision rule learning | |
| April 30 | Bayesian classification | |
| May 5 | Neural networks | |
| May 7 | Text classification | |
| May 12 | Clustering | |
| May 14 | Data Warehousing and OLAP | |
| May 19 | Data Warehousing and OLAP | |
| May 21 | No class. Today is a make-up day for Friday classes |