CS246:
Mining Massive Data Sets
Winter 2017
Video archive for CS246
| Date | Title | Download | Size |
|---|---|---|---|
| Jan 10 2017 | Introduction | MP4 | 385MB |
| Jan 12 2017 | Frequent itemsets and Association rules | MP4 | 360MB |
| Jan 17 2017 | Locality Sensitive Hashing | MP4 | 380MB |
| Jan 19 2017 | Theory of Locality Sensitive Hashing | MP4 | 381MB |
| Jan 24 2017 | Clustering | MP4 | 375MB |
| Jan 26 2017 | Dimensionality Reduction: SVD and CUR | MP4 | 384MB |
| Jan 31 2017 | Link Analysis: PageRank | MP4 | 568MB |
| Feb 02 2017 | Link Spam and Introduction to Social Networks | MP4 | 360MB |
| Feb 07 2017 | Social Networks | MP4 | 351MB |
| Feb 09 2017 | Algorithms on Large Graphs | MP4 | 389MB |
| Feb 14 2017 | Recommender Systems I | MP4 | 383MB |
| Feb 16 2017 | Recommender Systems II | MP4 | 370MB |
| Feb 21 2017 | Large-Scale Machine Learning I | MP4 | 378MB |
| Feb 23 2017 | Large-Scale Machine Learning II | MP4 | 394MB |
| Feb 28 2017 | Mining Data Streams I | MP4 | 378MB |
| Mar 02 2017 | Mining Data Streams (Part 2) | MP4 | 390MB |
| Mar 07 2017 | Computational Advertising | MP4 | 369MB |
| Mar 09 2017 | Complexity Theory for MapReduce Algorithms | MP4 | 363MB |
| Mar 14 2017 | Large Scale Recommender Systems at Pinterest | MP4 | 327MB |
| Mar 16 2017 | Review | MP4 | 327MB |