Bayesian Reasoning and Machine Learning 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025

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David Barber 作者

Cambridge University Press

译者

2011 出版日期

735 页数

USD 84.99 价格

Hardcover

丛书系列

9780521518147 图书编码

Bayesian Reasoning and Machine Learning 在线电子书图书标签: 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

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发表于2025-02-22

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Bayesian Reasoning and Machine Learning 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2025

Bayesian Reasoning and Machine Learning 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2025

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贝叶斯学派top1著作

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这本书的味道很好闻...

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只看了第一章，就把概率图模型的基本概念和算法全弄懂了。内容编排得非常好，逻辑清晰，简洁明朗。MATLAB代码包也写得超级赞，和书一样值得细读。

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贝叶斯学派top1著作

Bayesian Reasoning and Machine Learning 在线电子书著者简介

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Bayesian Reasoning and Machine Learning 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Bayesian Reasoning and Machine Learning 在线电子书图书描述

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 在线电子书下载 mobi epub pdf txt 在线电子书下载

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