Bayesian Reasoning and Machine Learning 在線電子書 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
發表於2025-02-22
Bayesian Reasoning and Machine Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025
貝葉斯推理技術可謂使得人類嚮前邁瞭一大步,本書是該領域經典代錶著作,人工智能相關專業必讀,書中不止有貌似無趣的數學公式還有十分有趣的例子解析,極度推薦此書,用於擴展視野增加學識非常非常棒。最後我要吐槽一下,我買的是kindle版本,但是質量顯然遠不如紙質版,可是紙質版又實在是太重,哎,沒辦法……
評分這是一本含金量很高的書,例子很有趣味性,公式的推導很花時間,需要下功夫好好讀。。。用瞭一周看瞭前6章,纍但是收獲頗豐。
評分老師寫的書,還幫這改過
評分碩士時候50磅在Amazon入的hard cover, 不好好看簡直對不起自己的錢包…第一次如此真切的體會到知識就是財富…By the way, 寫的很好,課後題也不錯。重點看瞭learning和inference的內容,收獲不少。
評分老師寫的書,還幫這改過
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.
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 。
評分书的内容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 。
評分书的内容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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評分书的内容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 。
Bayesian Reasoning and Machine Learning 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2025