CS246:
Mining Massive Data Sets
Winter 2019
Video archive for CS246
| Date | Title | Download | Size |
|---|---|---|---|
| Jan 08, 2019 | Introduction; MapReduce and Spark | Video | 1G |
| Jan 10, 2019 | Frequent itemsets and Association rules | Video | 1.4G |
| Jan 15, 2019 | Locality-Sensitive Hashing | Video | 1.3G |
| Jan 17, 2019 | Theory of Locality-Sensitive Hashing | Video | 1.2G |
| Jan 22, 2019 | Clustering | Video | 1.4G |
| Jan 24, 2019 | Dimensionality Reduction: SVD and CUR | Video | 1.4G |
| Jan 29, 2019 | Recommender Systems I | Video | 0.9G |
| Jan 31, 2019 | Recommender Systems II | Video | 1.4G |
| Feb 05, 2019 | PageRank | Video | 1.3G |
| Feb 07, 2019 | Link Spam and Introduction to Social Networks | Video | 1.3G |
| Feb 12, 2019 | Community Detection in Graphs | Video | 1.2G |
| Feb 14, 2019 | Graph Representation Learning | Video | 1.2G |
| Feb 19, 2019 | Large-Scale Machine Learning I | Video | 1.4G |
| Feb 21, 2019 | Large-Scale Machine Learning II | Video | 1G |
| Feb 26, 2019 | Mining Data Streams I | Video | 1.3G |
| Feb 28, 2019 | Mining Data Streams II | Video | 0.9G |
| Mar 05, 2019 | Computational Advertising | Video | 0.8G |
| Mar 07, 2019 | Learning through Experimentation | Video | 0.9G |
| Mar 12, 2019 | Optimizing Submodular Functions | Video | 1.0G |
| Mar 14, 2019 | Final Review | Video | 0.5G |
| Jan 10, 2019 | Spark Tutorial | Video | 1.1G |
| Jan 15, 2019 | Proof Techniques + Probability Review | Video | 1.3G |
| Jan 17, 2019 | Linear Algebra Review | Video | 1.2G |