Bayesian Artificial Intelligence, Second Edition

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Korb, Ann E. Nicholson Hardback, About this product.

My foreword to "Bayesian Analysis with Python, 2nd Edition" by Osvaldo Martin

About this product Product Information 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 techlogy. It presents the elements of Bayesian network techlogy, automated causal discovery, and learning probabilities from data and shows how to employ these techlogies to develop probabilistic expert systems.

Bayesian Artificial Intelligence by Kevin B. Korb, Ann E. Nicholson (Hardback, 2010)

Web Resource The book's website at www. Instructors can email the authors for sample solutions to many of the problems in the text. Additional Product Features Author s. Kevin B.

Bayesian modeling, Data Science, and Python

He earned his Ph. His research encompasses causal discovery, probabilistic causality, evaluation theory, informal logic and argumentation, artificial evolution, and philosophy of artificial intelligence. Ann E. She earned her Ph.

Bayesian artificial intelligence / Kevin B. Korb, Ann E. Nicholson | National Library of Australia

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Guido Carvajal , David J. Nicholsona , M. Julia Floresb.