Mining Massive Datasets
Assistant practices course for the book Mining of Massive Datasets
1. MapReduce
2. Link Analysis (PageRank)
3. Locality-Sensitive Hashing
4. Distance Measures and Nearest-Neighbor Learning
5. Frequent Itemset Analysis
6. Social-Network Graphs
7. Algorithms for Data Streams
8. Recommendation Systems
9. Dimensionality Reduction
10. Clustering
11. Computational Advertising
12. Machine Learning
13. More on MapReduce Algorithms
14. More on Locality-Sensitive Hashing
15. More on Link Analysis