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Pattern Recognition And Machine Learning
(872人已评价)Christopher Bishop | Springer | 2007-10-1Thedramaticgrowthinpracticalapplicationsformachinelearningoverthelasttenyearshasbeenaccompaniedbyman...
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集体智慧编程
(1202人已评价)Toby Segaran | 电子工业出版社 | 2009-1本书以机器学习与计算统计为主题背景,专门讲述如何挖掘和分析Web上的数据和资源,如何分析用户体验、市场营销、个人品味等诸多信息,并得出有用的结论,通过复杂的算法来从Web网站获取、收集并分析用户的数据...
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Machine Learning
(199人已评价)Kevin P·Murphy | The MIT Press | 2012-8-24Today'sWeb-enableddelugeofelectronicdatacallsforautomatedmethodsofdataanalysis.Machinelearningpr...
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Bayesian Reasoning and Machine Learning
(45人已评价)David Barber | Cambridge University Press | 2011Machinelearningmethodsextractvaluefromvastdatasetsquicklyandwithmodestresources.Theyareestablishedto...
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Convex Optimization
(314人已评价)Cambridge University Press | 2004-3-8Convexoptimizationproblemsarisefrequentlyinmanydifferentfields.Thisbookprovidesacomprehensiveintrodu...
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Probabilistic Graphical Models
(108人已评价)The MIT Press | 2009-8-31Mosttasksrequireapersonoranautomatedsystemtoreason--toreachconclusionsbasedonavailableinformation.Th...