This specialization is designed to teach learners beginning and intermediate concepts of statistical analysis using the Python programming language. Learners ...JoinourStudyGroupsonRedis,Excel,andALifeofHappinessViewCloseClassCentralislearner-supported.Whenyoubuythroughlinksonoursite,wemayearnanaffiliatecommission.GotoclassCoursera SpecializationHelpPaidCourseEnglishCertificateAvailable13weekslong,5hoursaweekSharethiscourseFoundinStatistics&ProbabilityCoursesPythonCoursesJoinoneofourstudygroupsandlearntogether!ViewallOverviewClassCentralTipsLearnHowtoSignuptoCourseracoursesforfree1600+CourseraCoursesThatAreStillCompletelyFreeThisspecializationisdesignedtoteachlearnersbeginningandintermediateconceptsofstatisticalanalysisusingthePythonprogramminglanguage.Learnerswilllearnwheredatacomefrom,whattypesofdatacanbecollected,studydatadesign,datamanagement,andhowtoeffectivelycarryoutdataexplorationandvisualization.Theywillbeabletoutilizedataforestimationandassessingtheories,constructconfidenceintervals,interpretinferentialresults,andapplymoreadvancedstatisticalmodelingprocedures.Finally,theywilllearntheimportanceofandbeabletoconnectresearchquestionstothestatisticalanddataanalysismethodstaughttothem.SyllabusCourse1:UnderstandingandVisualizingDatawithPython-OfferedbyUniversityofMichigan.Inthiscourse,learnerswillbeintroducedtothefieldofstatistics,includingwheredatacomefrom,...Enrollforfree.Course2:InferentialStatisticalAnalysiswithPython-OfferedbyUniversityofMichigan.Inthiscourse,wewillexplorebasicprinciplesbehindusingdataforestimationandforassessing...Enrollforfree.Course3:FittingStatisticalModelstoDatawithPython-OfferedbyUniversityofMichigan.Inthiscourse,wewillexpandourexplorationofstatisticalinferencetechniquesbyfocusingonthe...Enrollforfree.CoursesFittingStatisticalModelstoDatawithPython0reviews4weekslong,15hoursworthofmaterialViewdetailsInthiscourse,wewillexpandourexplorationofstatisticalinferencetechniquesbyfocusingonthescienceandartoffittingstatisticalmodelstodata.Wewillb