Needtoturnyourskillsatprogra妹妹ingintoeffectivedatascienceskills?PrinciplesofDataScienceiscreatedtohelpyoujointhedotsbetweenmathematics,progra妹妹ing,andbusinessanalysis.Withthisbook,you’llfeelconfidentaboutasking—andanswering—complexandsophisticatedquestionsofyourdatatomovefromabstractandrawstatisticstoactionableideas.Withauniqueapproachthatbridgesthegapbetweenmathematicsandcomputerscience,thisbookstakesyouthroughtheentiredatasciencepipeline.Beginningwithcleaningandpreparingdata,andeffectivedataminingstrategiesandtechniques,you’llmoveontobuildacomprehensivepictureofhoweverypieceofthedatasciencepuzzlefitstogether.Learnthefundamentalsofcomputationalmathematicsandstatistics,aswellassomepseudocodebeingusedtodaybydatascientistsandanalysts.You’llgettogripswithmachinelearning,discoverthestatisticalmodelsthathelpyoutakecontrolandnavigateeventhedensestdatasets,andfindouthowtocreatepowerfulvisualizationsthatco妹妹unicatewhatyourdatameans.
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