Bayesian Methods For Hackers Probabilistic Programming And Bayesian Inference (addison Wesley Dat...

Master Bayesian Inference through Practical Examples and Computation–Without Advanced Mathematical Analysis.

Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. It focuses on both the causal discovery of networks and Bayesian inference procedures. Adopting a causal interpretation of Bayesian networks, the authors discuss the use of Bayesian networks for causal modeling. They also draw on their own applied research to illustrate various applications of the technology.

The purpose of this book is to provide some applications of Bayesian optimization and dynamic programming.