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[数据挖掘书籍] 【数据分析电子书免费下载】Machine Learning_A Probabilistic Perspective pdf_下载 [推广有奖]

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数据分析电子书免费下载】Machine Learning - A Probabilistic Perspective pdf_下载_mobi  

Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package--PMTK (probabilistic modeling toolkit)--that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

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关键词:perspective Perspectiv Learning earning machine 数据分析电子书 Machine_Learning_A_Probabilistic_Perspective_pdf Machine_Learning_A_Probabilistic_Perspective_下载 Machine_Learning_A_Probabilistic_Perspective_mobi 数据分析

sacromento 学生认证  发表于 2017-6-9 05:10:13 |显示全部楼层 |坛友微信交流群
谢谢分享啊!

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baiyaoqian 发表于 2017-7-20 10:31:00 |显示全部楼层 |坛友微信交流群
谢谢分享!
但书名好像是MACHINE LEARNING_The Art and Science of Algorithms that Make Sense of Data

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WFMZZ 发表于 2017-12-6 17:40:46 |显示全部楼层 |坛友微信交流群
书名 是 MACHINE LEARNING_The Art and Science of Algorithms that Make Sense of Data

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rayren 发表于 2018-2-26 09:01:57 |显示全部楼层 |坛友微信交流群
https://www.h2ero.cn/pan/share/318435_aVzYfyk.html

这里可以下,书名是machine learning a probabilistic perspective

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yitianqian 发表于 2018-7-19 15:37:51 |显示全部楼层 |坛友微信交流群
资源放错了吧

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alto1394 发表于 2019-9-15 08:33:08 |显示全部楼层 |坛友微信交流群
Machine Learning - A Probabilistic Perspective
Kevin P.Murphy
The MIT Press, 2012
Cambridge, Massachusetts
London, England

https://download.csdn.net/download/dawnia/10236125
http://muchong.com/bbs/attachment.php?tid=6004418&aid=16348

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wangyong8935 在职认证  发表于 2019-11-9 17:01:11 |显示全部楼层 |坛友微信交流群
谢谢分享

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