Mining Massive Datasets

Module 0: Data Mining

Module 1: MapReduce

Module 2: PageRank

Module 3: Locality-Sensitive Hashing

Module 4: Distance Measures, Nearest-Neighbor Learning

Module 5: Frequent Itemsets

Module 6: Communities in Social Networks

Module 7: Stream Algorithms

Module 8: Recommendation Systems

Module 9: Dimensionality Reduction

Module 10: Clustering

Module 11: Computational Advertising

Module 12: Machine Learning

Module 13: More About MapReduce

Module 14: More About Locality-Sensitive Hashing

Module 15: More About Link Analysis