Bayesian Reasoning and Gaussian Processes for Machine Learning Applications - Image 1

£97.00

CRC Press Bayesian Reasoning and Gaussian Processes for Machine Learning Applications

Name: Bayesian Reasoning and Gaussian Processes for Machine Learning Applications
Brand: CRC Press
Price: 97.0 GBP
Availability: InStock

Econometrics

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Description

This book introduces Bayesian reasoning and Gaussian processes into machine learning applications. Bayesian methods are applied in many areas, such as game development, decision making, and drug discovery. It is very effective for machine learning algorithms in handling missing data and extracting information from small datasets. Bayesian Reasoning and Gaussian Processes for Machine Learning Applications uses a statistical background to understand continuous distributions and how learning can be viewed from a probabilistic framework. The chapters progress into such machine learning topics as belief network and Bayesian reinforcement learning, which is followed by Gaussian process introduction, classification, regression, covariance, and performance analysis of Gaussian processes with other models. FEATURES Contains recent advancements in machine learning Highlights applications of machine learning algorithms Offers both quantitative and qualitative research Includes numerous case studies This book is aimed at graduates, researchers, and professionals in the field of data science and machine learning.

Product Specifications

Brand: CRC Press
Format: hardcover
ASIN: 0367758474
Category: Books > Subjects > Business, Finance & Law > Economics > Econometrics
Domain: Amazon UK
Release Date: 14 April 2022
Listed Since: 21 October 2021

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CRC Press Bayesian Reasoning and Gaussian Processes for Machine Learning Applications

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