Data Mining

Machine Learning and Data Mining Books

Here are 13 books on Machine Learning and Data Mining that are great resources, references, and refreshers for Data Scientists. (This is definitely a small selective subsample of the many excellent books available.)

  1. The Top Ten Algorithms in Data Mining, by Xindong Wu and Vipin Kumar (editors)
  2. Learning from Data, by Y.Abu-Mostafa, M.Magdon-Ismail, H-S.Lin
  3. Mining of Massive Datasets, by Jeffrey David Ullman and Anand Rajaraman
  4. Handbook of Statistical Analysis and Data Mining Applications, by G.Miner, J.Elder, R.Nisbet
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