For the interested reader, there are several data mining books available online for free. I appose some of them below:
- Data Mining: Concepts and Techniques, by Jiawei Han and Micheline Kamber
- Data Mining: Introductory and Advanced Topics by Margaret Dunham
- Data Mining for the coorporate masses, by Neal Leavitt
- Mining of Massive Datasets by Anand Rajaraman, Jure Leskovec and Jeffrey D. Ullman.
Below is the table of contents:
- Data Mining
- Large-Scale File Systems and Map-Reduce
- Finding Similar Items
- Mining Data Streams
- Link Analysis
- Frequent Itemsets
- Clustering
- Advertising on the Web
- Recommendation Systems
- Mining Social-Network Graphs
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