Berikut ini beberapa buku data mining yang nampaknya bagus (dari situs http://christonard.com/12-free-data-mining-books/):
- An Introduction to Statistical Learning with Applications in R by James, Witten, Hastie & Tibshirani – . 426 Pages.
- The Elements of Statistical Learning by Hastie, Tibshirani & Friedman – 745 Pages.
- A Programmer’s Guide to Data Mining by Ron Zacharski –
- Probabilistic Programming & Bayesian Methods for Hackers by Cam Davidson-Pilson –
- Think Bayes, Bayesian Statistics Made Simple by Allen B. Downey –. 195 Pages.
- Data Mining and Analysis, Fundamental Concepts and Algorithms by Zaki & Meira – 599 Pages.
- An Introduction to Data Science by Jeffrey Stanton – 195 Pages.
- Machine Learning by Chebira, Mellouk & others – 422 Pages.
- Machine Learning – The Complete Guide –
- Bayesian Reasoning and Machine Learning by David Barber – 648 Pages.
- A Course in Machine Learning by Hal Daumé III – . 189 Pages.
- Information Theory, Inference and Learning Algorithms by David J.C. MacKay – 628 Pages.
- Modeling with Data by Ben Klemens – 454 Pages.
- Mining of Massive Datasets by Rajaraman & Ullman . 493 Pages