PROBABILISTIC MACHINE LEARN-ING FROM SCRATCH: Bayesian Methods, Graphical Models & Inference

Bayesian Methods for Hackers: Probabilistic Programming and Inference (Addison Wesley Data & Analytics)

Probabilistic Machine Learning with Python: Bayesian Inference, Uncertainty Quantification, and Predictive Modeling...

Probabilistic Graphical Models: Principles and Techniques (Adaptive Computation Machine Learning series)