| Date | Topic |
| 9/26 | Introduction (Jeff and Anand) |
| 9/28 | Frequent Itemsets (Jeff) |
| 10/3 | Frequent Itemsets (Jeff) |
| 10/5 | Crawling the Web (Anand) |
| 10/10 | More Crawling (Anand), PageRank (Jeff) |
| 10/12 | Hubs and Authorities, Minhashing (Jeff) |
| 10/17 | Minhashing, Locality-Sensitive Hashing (Jeff) |
| 10/19 | PageRank Variants (Anand) |
| 10/24 | PageRank Variants and Web Spam (Anand) |
| 10/26 | Web Spam (Anand), Stream Mining (Jeff) |
| 10/31 | Stream Mining (Jeff) |
| 11/2 | Stream Mining (Jeff) |
| 11/7 | Extracting relations (Anand) |
| 11/9 | Virtual Databases (Anand) |
| 11/14 | Clustering (Jeff) |
| 11/16 | Clustering (Jeff) |
| 11/28 | Clustering (Jeff) |
| 11/30 | Search Advertising (Anand) |