Bayesian Reasoning and Machine Learning pdf epub mobi txt 電子書下載 2025

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David Barber

Cambridge University Press

2011

735

USD 84.99

Hardcover

9780521518147

圖書標籤: 機器學習 bayesian MachineLearning 貝葉斯數據挖掘人工智能計算機科學計算機

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发表于2025-02-22

Bayesian Reasoning and Machine Learning epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2025

Bayesian Reasoning and Machine Learning pdf epub mobi txt 電子書下載 2025

圖書描述

Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.

Bayesian Reasoning and Machine Learning 下載 mobi epub pdf txt 電子書