Beyond Fixed Models
Language: English
Published by Independently published, 2025
- Softcover
- New

Seller: PBShop.store US, Wood Dale, IL, U.S.A.PBShop.store US
AbeBooks seller since April 7, 2005
Condition: New
US$ 18.06
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Add to basketItem description from seller
Seller Inventory # L2-9798266523968
- Title
- Beyond Fixed Models
- Author
- Harrington, Alex
- Publisher
- Independently published
- Publication year
- 2025
- Condition
- New
- Binding
- PAP
- Language
- English
- ISBN 13
- 9798266523968
- Illustrator
- Monroe, Eline
- Item weight
- 199 grams
Beyond Fixed Models: Bayesian Nonparametrics for Data Science is a comprehensive guide for data scientists, statisticians, and researchers who want to move beyond traditional parametric models. This book introduces Bayesian nonparametric methods and demonstrates how they can be applied to complex, real-world data challenges in a practical and accessible way.
Readers will learn how to use flexible, data-driven models for tasks such as clustering, regression, time-series analysis, and spatial modeling. The book covers foundational topics like Bayesian inference and Dirichlet processes, moves into advanced techniques including Gaussian processes and hierarchical models, and explores cutting-edge methods like neural processes and deep kernel integration with machine learning pipelines.
With clear workflows, reproducible examples, and guidance on computational tools such as Stan, PyMC, and GPflow, this book equips readers to build robust, scalable models while addressing interpretability and practical challenges in modern data science.
Key Features:
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Practical tutorials for implementing Bayesian nonparametric methods
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Guidance on scalable computation and handling large datasets
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Applications for clustering, regression, time-series, and spatial modeling
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Step-by-step explanations of Dirichlet processes, Gaussian processes, and hierarchical models
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Integration of advanced techniques with modern machine learning pipelines
"Synopsis" may belong to another edition of this title.
PBShop.store US
Wood Dale, IL, U.S.A.
AbeBooks seller since April 7, 2005
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