Machine Learning pdf epub mobi txt 電子書下載 2024

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Kevin P·Murphy

The MIT Press

2012-9-18

1096

USD 90.00

Hardcover

Adaptive Computation and Machine Learning

9780262018029

圖書標籤: 機器學習 MachineLearning 數據挖掘計算機計算機科學概率統計人工智能

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发表于2024-08-02

Machine Learning epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Machine Learning pdf epub mobi txt 電子書下載 2024

圖書描述

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.

Machine Learning 下載 mobi epub pdf txt 電子書

著者簡介

Kevin P. Murphy is Associate Professor in the Department of Computer Science and in the Department of Statistics at the University of British Columbia.

圖書目錄

Machine Learning pdf epub mobi txt 電子書下載

想要找書就要到小哈圖書下載中心

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用戶評價

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內容較新及全麵。

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machine learning教材

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剛剛翻自己mark過的讀過的書，發現18-19年的讀書痕跡有點淡。大概因為很多時間花在讀課本讀雜誌上麵瞭。

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CSCI 567 Machine Learning 教材。

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感覺有點泛泛

讀後感

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我们正准备读这本书，Machine Learning A Probabilistic Perspective 读书会请加qq群177217565，也讨论Pattern Recognition And Machine Learning。

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Awesome! 1. 与这本书的缘分竟始于化学系图书馆(没有其它两本，PRML or the Elements，也许因为K Murphy是校友的缘故。。不过C Bishop就在附近的Microsoft啊) 最终在黑五我还是买了这本书，装帧结实漂亮；留白够多，这样可以随意增添喜欢的内容和推导。英Amazon比较厚道，便宜...

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另外的两本分别是PRML和ESLII。这本书的成书时间最晚，刚出的时候特意花了90刀从亚马逊买的。先说说优点：新，全！刚说了，相对于另外两本书，由于成书时间较晚，所以涵盖了更多最近几年的hot topic，比如Dirichlet Process，在其他另外两本书中都没有提到过。更重要的，是...

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纯搬运。来自：https://www.cs.ubc.ca/~murphyk/MLbook/errata.html 提交新的bug fix：https://docs.google.com/forms/d/e/1FAIpQLSdOXvmnvuIQn__t0xPyTErj53L-qo_RerImgKbXV4VfLDI6SQ/viewform?formkey=dEp2U2hRWXVpMU5nd05YcEJKVFNUdmc6MQ - preface: added printing hi...

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Machine Learning pdf epub mobi txt 電子書下載 2024