CS246:
Mining Massive Data Sets
Winter 2018
Video archive for CS246
| Date | Title | Download | Size |
|---|---|---|---|
| Jan 09 2018 | Introduction; MapReduce | MP4 | 1.3G |
| Jan 11 2018 | Frequent itemsets and Association rules | MP4 | 1.3G |
| Jan 16 2018 | Locality-Sensitive Hashing | MP4 | 1.4G |
| Jan 18 2018 | Theory of Locality-Sensitive Hashing | MP4 | 1.3G |
| Jan 23 2018 | Clustering | MP4 | 1.3G |
| Jan 25 2018 | Dimensionality Reduction: SVD and CUR | MP4 | 1.3G |
| Jan 30 2018 | Recommender Systems I | MP4 | 1.3G |
| Feb 01 2018 | Recommender Systems II | MP4 | 1.2G |
| Feb 06 2018 | PageRank | MP4 | 1.3G |
| Feb 08 2018 | Link Spam and Introduction to Social Networks | MP4 | 1.4G |
| Feb 13 2018 | Social Networks: Community Detection and Trawling | MP4 | 1.3G |
| Feb 15 2018 | Algorithms on Large Graphs | MP4 | 1.4G |
| Feb 20 2018 | Large-Scale Machine Learning I: SVM | MP4 | 1.3G |
| Feb 20 2018 | Large-Scale Machine Learning I: SVM (2015, uninterrupted) | MP4 | 1.3G |
| Feb 22 2018 | Large-Scale Machine Learning II: Decision Tree | MP4 | 1.2G |
| Feb 27 2018 | Mining Data Streams I | MP4 | 1.3G |
| Mar 01 2018 | Mining Data Streams II | MP4 | 1.3G |
| Mar 06 2018 | Computational Advertising | MP4 | 1.4G |
| Mar 08 2018 | Learning through Experimentation | MP4 | 1.4G |
| Mar 13 2018 | Optimizing Submodular Functions | MP4 | 1.4G |
| Mar 15 2018 | Review | MP4 | 1.3G |
| Jan 11 2018 | Spark Tutorial | MP4 | 1.1G |
| Jan 16 2018 | Proof Technique + Linear Algebra Review | MP4 | 926M |
| Jan 18 2018 | Probability Review | MP4 | 457M |