Quan Nguyen

(Author)

Bayesian Optimization in ActionPaperback, 22 August 2023

Bayesian Optimization in Action
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Part of Series
In Action
Print Length
415 pages
Language
English
Publisher
Manning Publications
Date Published
22 Aug 2023
ISBN-10
1633439070
ISBN-13
9781633439078

Description

Apply advanced techniques for optimizing machine learning processes. Bayesian optimization helps pinpoint the best configuration for your machine learning models with speed and accuracy.

Bayesian Optimization in Action teaches you how to build Bayesian optimization systems from the ground up. This book transforms state-of-the-art research into usable techniques that you can easily put into practice, all fully illustrated with useful code samples.

Hone your understanding of Bayesian optimization through engaging examples--from forecasting the weather, to finding the optimal amount of sugar for coffee, and even deciding if someone is psychic! Along the way, you'll explore scenarios for when there are multiple objectives, when each decision has its own cost, and when feedback is in the form of pairwise comparisons. With this collection of techniques, you'll be ready to find the optimal solution for everything from transport and logistics to cancer treatments.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

Product Details

Author:
Quan Nguyen
Book Format:
Paperback
Country of Origin:
US
Date Published:
22 August 2023
Dimensions:
23.5 x 18.75 x 2.39 cm
ISBN-10:
1633439070
ISBN-13:
9781633439078
Language:
English
Pages:
415
Series:
Weight:
449.06 gm

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