Data mining

Topics

1. MapReduce; Link Analysis - PageRank
2. Locality-Sensitive Hashing; Distance Measures; Nearest Neighbors; Frequent Itemsets
3. Data Stream Mining; Analysis of Large Graphs
4. Recommender Systems; Dimensionality Reduction
5. Clustering; Computational Advertising
6. Support-Vector Machines; Decision Trees

To be updated

Reference

1. The Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman and Jeff Ullman