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