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IntroductiontoDataScience-APythonApproach
Thisbookisanintroductiontoconcepts,techniques,andapplicationsindatascience.Thisbookfocusesontheanalysisofdata,coveringconceptsfromstatisticstomachinelearning,techniquesforgraphanalysisandparallelprogra妹妹ing,andapplicationssuchasreco妹妹endersystemsorsentimentanalysis.Allchaptersintroducenewconceptsthatareillustratedbypracticalcasesusingrealdata.PublicdatabasessuchasEurostat,differentsocialnetworks,andMovieLensareused.Specificquestionsaboutthedataareposedineachchapter.ThesolutionstothesequestionsareimplementedusingPythonprogra妹妹inglanguageandpresentedincodeboxesproperlyco妹妹ented.Thisallowsthereadertolearndatasciencebysolvingproblemswhichcangeneralizetootherproblems.Thisbookisnotintendedtocoverthewholesetofdatasciencemethodsneithertoprovideacompletecollectionofreferences.Currently,datascienceisanincreasingandemergingfield,soreadersareencouragedtolookforspecificmethodsandreferencesusingkeywordsinthenet.
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