About the content
This class teaches algorithms for extracting models and other information from very large amounts of data. The emphasis is on techniques that are efficient and that scale well.
Link Analysis -- PageRank
Locality-Sensitive Hashing -- Basics + Applications
Data Stream Mining
Analysis of Large Graphs
More About Link Analysis -- Topic-specific PageRank, Link Spam.
More About Locality-Sensitive Hashing
- Anand Rajaraman
- Jure Leskovec - Computer Science
- Jeff Ullman
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