3 Top Python Packages to Learn Statistic for Data Scientist ... | Python statistics package

GetstartedOpeninappSigninGetstartedFollow567KFollowers·Editors'PicksFeaturesDeepDivesGrowContributeAboutGetstartedOpeninapp3TopPythonPackagestoLearnStatisticforDataScientistEnhanceyourstatisticskillswiththesepackagesCornelliusYudhaWijayaMay14·7minreadPhotobyRuthsonZimmermanonUnsplashDataScientistsareknownforhavingbetterprogrammingskillsthanastatisticianandbetterstatisticknowledgethanaprogrammer.Whilelearningprogrammingskillisnotaneasyfeat,sometimesnewdatapeopleforgetaboutthestatisticskill.Iknowstatisticishardtolearn,especiallyforpeoplewhoarenotformallyeducatedinthestatistic.However,itispossibletolearnstatisticsfromscratch—withthehelpofmoderntechnology.Learningstatisticsbecomeseasierthanbeforewithallthesedevelopedstatisticpackagesintheprogramminglanguage.Iknowthatmanywouldargueifyouwanttolearnstatistics.YoushouldusetheRlanguageinsteadofPython;but,IwanttoofferanalternativebyusingthePythonpackagebecausemanypeoplestarttheirDataSciencejourneybylearningthePythonlanguage.Inthisarticle,Iwanttoshowyouthe3topPythonPackagestolearnStatisticandtheexampleofhowtousethepackage—remember,forlearning.Let’sgetintoit!1.Scipy.StatsSciPy(pronounced“SighPie”)isanopen-sourcepackagecomputingtoolforperformingascientificmethodinthePythonenvironment.TheScipyitselfisalsoacollectionofnumericalalgorithmsanddomain-specifictoolboxesusedinmanymathematical,engineering,anddataresearch.OneoftheAPIsavailablewithinScipyisthestatisticalAPIcalledStats.AccordingtotheScipyhomepage,Scipy.Statsisamodulethatcontainsalargenumberofprobabilitydistributionsandagrowinglibraryofstatisticalfunctions,especiallyforprobabilityfunctionstudy.OntheScipy.Statsmodule,therearemanystatisticalfunctionAPIyoucouldrefertoforfurtherlearning.Theyare:ContinuousdistributionsMultivariatedistributionsDiscretedistributionsSummarystatisticsFrequencystatisticsCorrelationfunctionsStatisticaltestsTransformationsStatisticaldistancesRandomvariategenerationCircularstatisticalfunctionsContingencytablefunctionsPlot-testsMaskedstatisticsfunctionsUni

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Let's try to learn some statistics with Scipy.Stats. If you are using Python from Anaconda distribution, the Scipy package is already inbuilt within the ...
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