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Manyexamplesaregiven,withaliberaluseofcolorgraphicsItisavaluableresourceforstatisticiansandanyoneinterestedindatamininginscienceorindustryIt isavaluableresourceforstatisticiansandanyoneinterestedindatamininginscienceorindustry.Thebook'scoverageisbroad,fromsupervisedlearning (prediction)tounsupervisedlearningWewouldliketoshowyouadescriptionherebutthesitewon’tallowusDownloadTheElementsofStatisticalLearning: DataMining,Inference,andPredictionwrittenbyTrevorHastie&RobertTibshiraniandJeromeFriedmanisveryusefulforMathematicsDepartmentstudents andalsowhoareallhavinganinteresttodeveloptheirknowledgeinthefieldofMathsputanefforttocollectthevariousMachineLearningResources,Practice andResearchThebook'scoverageisbroad,fromsupervisedlearning(prediction)tounsupervisedlearningTheElementsofStatisticalLearning:DataMining, Inference,andPredictionbyHASTIE,T,TIBSHIRANI,R,andFRIEDMAN,JWewouldliketoshowyouadescriptionherebutthesitewon’tallowusWhile theapproachisstatistical,theemphasisisonconceptsratherthanmathematics.Itisavaluableresourceforstatisticiansandanyoneinterestedindataminingin scienceorindustry.Thebookisintendedforresearchersinthefieldandforpeoplethatwanttobuildrobustmachinelearninglibrariesandthusisinaccessibleto manypeoplethatarenewintothefieldWhiletheapproachisstatistical,theemphasisisonconceptsratherthanmathematicsHismainresearchcontributionshave beeninthefieldofappliednonparametricregressionandclassification,andhehaswrittentwobooksinthisarea:"GeneralizedAdditiveModels"(withR Tibshirani,ChapmanandHall,),and"ElementsofStatisticalLearning"(withTheElementsofStatisticalLearningTHastie,RTibshirani,andJFriedmanMany examplesaregiven,withaliberaluseofcolourgraphicsSpringerSeriesinStatisticsSpringerNewYorkInc,NewYork,NY,USA,()LinksandresourcesThe book'scoverageisbroad,fromsupervisedlearning(prediction)tounsupervisedlearningContributetoyanshengjia/ml-roaddevelopmentbycreatinganaccounton GitHub, TheElementsofStatisticalLearning:DataMining,Inference,andPredictionbyHASTIE,T.,TIBSHIRANI,R.,andFRIEDMAN,JTrevorHastie TrevorHastieisaprofessorofstatisticsatStanfordUniversityTheElementsofStatisticalLearningisapopularbookondataminingandmachinelearningwritten bythreestatisticsprofessorsatStanfordManyexamplesaregiven,withaliberaluseofcolorgraphicsBibTeXkeyhastie01statisticallearningentrytypebook addressNewYork,NY,USAyearpublisherSpringerNewYorkIncseriesWhiletheapproachisstatistical,theemphasisisonconceptsratherthan mathematics