Practical Data Science Cookbook.pdf

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1、www.it-ebooks.infoPracticalDataScienceCookbook89hands-onrecipestohelpyoucompletereal-worlddatascienceprojectsinRandPythonTonyOjedaSeanPatrickMurphyBenjaminBengfortAbhijitDasguptaBIRMINGHAM-MUMBAIwww.it-ebooks.infoPracticalDataScienceCookbookCopyright©2014PacktPublishingA

2、llrightsreserved.Nopartofthisbookmaybereproduced,storedinaretrievalsystem,ortransmittedinanyformorbyanymeans,withoutthepriorwrittenpermissionofthepublisher,exceptinthecaseofbriefquotationsembeddedincriticalarticlesorreviews.Everyefforthasbeenmadeinthepreparationofthisboo

3、ktoensuretheaccuracyoftheinformationpresented.However,theinformationcontainedinthisbookissoldwithoutwarranty,eitherexpressorimplied.Neithertheauthors,norPacktPublishing,anditsdealersanddistributorswillbeheldliableforanydamagescausedorallegedtobecauseddirectlyorindirectly

4、bythisbook.PacktPublishinghasendeavoredtoprovidetrademarkinformationaboutallofthecompaniesandproductsmentionedinthisbookbytheappropriateuseofcapitals.However,PacktPublishingcannotguaranteetheaccuracyofthisinformation.Firstpublished:September2014Productionreference:118091

5、4PublishedbyPacktPublishingLtd.LiveryPlace35LiveryStreetBirminghamB32PB,UK.ISBN978-1-78398-024-6www.packtpub.comCoverimagebyPratyushMohanta(tysoncinematics@gmail.com)www.it-ebooks.infoCreditsAuthorsProjectCoordinatorTonyOjedaPriyankaGoelSeanPatrickMurphyProofreadersBenja

6、minBengfortSimranBhogalAbhijitDasguptaMariaGouldReviewersAmeeshaGreenRichardHeimannPaulHindleSarahKelleyKevinMcGowanLiangShiLucyRowlandWillVoorheesIndexersCommissioningEditorRekhaNairJamesJonesPriyaSaneAcquisitionEditorGraphicsJamesJonesAbhinashSahuContentDevelopmentEdit

7、orProductionCoordinatorArvindKoulAdoniaJonesTechnicalEditorsCoverWorkPankajKadamAdoniaJonesSebastianRodriguesCopyEditorsInsiyaMorbiwalaSayaneeMukherjeeStutiSrivastavawww.it-ebooks.infoAbouttheAuthorsTonyOjedaisanaccomplisheddatascientistandentrepreneur,withexpertiseinbus

8、inessprocessoptimizationandoveradecadeofexperiencecreatingandimplementinginnovativedataproductsandsolut