- The Elements of Statistical Learning: Data Mining, Inference, and Prediction, free PDF text on the book's website.
- Data Clustering: Algorithms and Applications, Charu C. Aggarwal
- Probabilistic Programming and Bayesian Methods for Hackers, open source book hosted on Github.
- Spatial and Spatio-temporal Bayesian Modeling with R