Chapter 1 Data Mining
Chapter 2 Map-Reduce and the New Software Stack
Chapter 3 Finding Similar Items
Chapter 4 Mining Data Streams
Chapter 5 link Analysis
Chapter 6 Frequent Itemsets
Chapter 7 Clustering
Chapter 8 Advertising on the Web
Chapter 9 Recommendation Systems
Chapter 10 Mining Social-Network Graphs
Chapter 11 Dimensionality Reduction
Chapter 12 Large-Scale Machine Learning