Probabilistic Programming

manning.com / catalog / Data Science / Machine Learning / Probabilistic Programming
Alexander Jung , 2021
$59.99 $41.99
Avi Pfeffer
Foreword by Stuart Russell
, 2016
$47.99 $33.59
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Discover the powerful intersection of probability theory and programming through comprehensive resources on probabilistic modeling, inference, and decision-making under uncertainty. Learn to build sophisticated systems that reason probabilistically, handle real-world uncertainties, and make data-driven decisions. From fundamental Bayesian principles to advanced distributed computing techniques, master the tools and frameworks needed to develop robust probabilistic solutions for complex problems across healthcare, privacy-preserving AI, and other critical domains.