Martin, Osvaldo
Bayesian Analysis with Python - Third Edition: A practical guide to probabilistic modeling
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- ISBN 13:
- 9781805127161
- author:
- Martin, Osvaldo
- format:
- Paperback
- publisher:
- Packt Publishing Limited
- language:
- English
- Publication Year:
- 2024
- Pages:
- 394
- Dimensions:
- 23.5 x 19.1 x 2.1 centimetres (0
- Genre:
- Computers, Mathematical & Statistical Softw, Science,
- Condition:
- New
- Availability:
- Item usually sent within 5 working days
Description
Bayesian Analysis with Python: A Practical Guide to Probabilistic Modeling provides an introduction to applied Bayesian modeling using PyMC and other state-of-the-art libraries. This updated edition covers modern, practical, and computational approaches to Bayesian statistical modeling, including hierarchical models, generalized linear models, mixture models, Gaussian processes, and Bayesian additive regression trees (BART). By the end of the book, you will possess a functional understanding of probabilistic modeling, enabling you to design and implement Bayesian models for your data science challenges.
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