Data Mining |
CSE-4412 |
Winter 2010 |
York University
|
Tentative Schedule
Date | Content | Reading |
January 5 | Introduction to Data Mining and to the Course | Chapter 1 |
January 7 | Introduction to Data Mining (cont'd) | Chapter 1 |
January 12 | Association Rule Learning (Part 1) | Chapter 5 |
January 14 | Association Rule Learning (Part 2) | Chapter 5 |
January 19 | Association Rule Learning (Part 3) | Chapter 5 |
January 21 | Association Rule Learning (Part 4) | Chapter 5 |
January 26 | Sequential Pattern Mining (Part 1) | Supplementary reading |
January 28 | Sequential Pattern Mining (Part 2) | Supplementary reading |
February 2 | Decision Tree Learning (Part 1) | Chapter 6.3 |
February 4 | Decision Tree Learning (Part-2) | Chapter 6.3 |
February 9 | Data Preparation (Part 1) | Chapter 2 |
February 11 | Data Preparation (Part 2) | Chapter 2 |
February 23 | Midterm exam (Location: HNE 001) | |
February 25 | Data Preparation (Part 3) | Chapter 2 |
March 2 | KNN, Performance evaluation and Weka Demo | |
March 4 28 | Decision rule learning | |
March 9 | Bayesian classification | |
March 11 | Neural networks | |
March 16 | Text classification | |
March 18 | Clustering | |
March 23 | Clustering | |
March 25 | Data Warehousing and OLAP | |
March 30 | Data Warehousing and OLAP | |
April 1 | Student project presentations |