Bayesian Reasoning and Machine Learning 2024 pdf epub mobi 电子书

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发表于2024-11-02

Bayesian Reasoning and Machine Learning 2024 pdf epub mobi 电子书

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书的内容5星，书的作者7星。在作者的主页上有书籍的免费PDF链接，且是不断勘误的，从2007年一致持续到现在。地址如下：http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.Online 。

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出版者:Cambridge University Press

作者:David Barber

出品人:

页数:735

译者:

出版时间:2011

价格:USD 84.99

装帧:Hardcover

isbn号码:9780521518147

丛书系列:

图书标签: 机器学习 bayesian MachineLearning 贝叶斯数据挖掘人工智能计算机科学计算机

Bayesian Reasoning and Machine Learning 2024 pdf epub mobi 电子书图书描述

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 2024 pdf epub mobi 电子书

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