Python for Data Science for Dummies

UnleashthepowerofPythonforyourdataanalysisprojectswithForDummies!PythonisthepreferredprogramminglanguagefordatascientistsandcombinesthebestfeaturesofMatlab，Mathematica，andRintolibrariesspecifictodataanalysisandvisualization.PythonforDataScienceForDummiesshowsyouhowtotakeadvantageofPythonprogrammingtoacquire，organize，process，andanalyzelargeamountsofinformationandusebasicstatisticsconceptstoidentifytrendsandpatterns.You’llgetfamiliarwiththePythondevelopmentenvironment，manipulatedata，designcompellingvisualizations，andsolvescientificcomputingchallengesasyouworkyourwaythroughthisuser-friendlyguide.CoversthefundamentalsofPythondataanalysisprogrammingandstatisticstohelpyoubuildasolidfoundationindatascienceconceptslikeprobability，randomdistributions，hypothesistesting，andregressionmodelsExplainsobjects，functions，modules，andlibrariesandtheirroleindataanalysisWalksyouthroughsomeofthemostwidely-usedlibraries，includingNumPy，SciPy，BeautifulSoup，Pandas，andMatPlobLibWhetheryou’renewtodataanalysisorjustnewtoPython，PythonforDataScienceForDummiesisyourpracticalguidetogettingagripondataoverloadanddoinginterestingthingswiththeoodlesofinformationyouuncover.