Note that many slides below are, or contain contents from,
slides by the authors of the books/papers covered or others.
Please refer to the slides for their original sources.
| Week | Date | Topic | Notes |
| 2 | 01-13 | Introduction | PDF |
| 3 | 01-20 | Data warehousing; association rules | PDF |
| 4 | 01-27 | Web search and analytics | PDF |
| 5 | 02-03 | Similarity, locality-sensitive hashing | PDF |
| 6 | 02-10 | Clustering | PDF |
| 7 | 02-17 | Classification | PDF |
| 8 | 02-24 | Map-reduce for ML, collaborative filtering (Yi & Peng) | PDF PDF |
| 9 | 03-03 | Social network analysis (Ned & Vamsi) | PDF PDF PDF |
| 10 | 03-10 | No class (Spring recess) | |
| 11 | 03-17 | Project proposal presentations | |
| 12 | 03-24 | Scale and performance (Hero & Monika) | PDF PDF PDF PDF PDF |
| 13 | 03-31 | No class (ICDE 2009) | |
| 14 | 04-07 | Information retrieval & text mining (Yi & Monika) | PDF PDF PDF PDF PDF |
| 15 | 04-14 | Mining logs and databases (Ned & Vamsi) | PDF PDF PDF PDF |
| 16 | 04-21 | More collaborative filtering (Hero & Peng) [class meets despite graduate reading period] | PDF PDF PDF PDF |
| 17 | 04-27 | Final project presentations; Monday 2-5pm | |
