Introduction to Statistics in Python | Coursera statistics python
In this project, learners will get a refresher of introductory statistics, learn about different python libraries that can be used to run statistical analysis, and create ...ListBrowseChevronRightDataScienceChevronRightProbabilityandStatisticsIntroductiontoStatisticsinPythonOfferedByInthisGuidedProject,youwill:ReviewintroductorystatisticsfunctionsExplorepythonlibrariesandtheirdocumentationsPerformstatisticalanalysisandcreatecorrespondingvisualizationsinpythonClock2hoursIntermediateIntermediateCloudNodownloadneededVideoSplit-screenvideoCommentDotsEnglishLaptopDesktoponlyInthisproject,learnerswillgetarefresherofintroductorystatistics,learnaboutdifferentpythonlibrariesthatcanbeusedtorunstatisticalanalysis,andcreatevisualizationstorepresenttheresults.Bytheendoftheproject,thelearnerswillimportarealworlddataset,runstatisticalanalysistofindmeans,medians,standarddeviations,correlations,andotherinformationofthedata.Thelearnerswillalsocreatedistinctgraphsandplotstorepresentthedata.Alongtheway,thelearnerswillnotonlylearnthefrequentlyusedstatisticsfunctions,butalsolearntonavigatedocumentationsfordifferentpythonlibrariesinordertofindassistanceintheimplementationofthosefunctions,andfindotherrelevantfunctionsaswell.Thiswillhelpthelearnerstounderstandthematerialandimplementmorecomplexfunctionsdowntheroadinsteadofsimplymemorizingthesyntaxofonesolution.Note:ThiscourseworksbestforlearnerswhoarebasedintheNorthAmericaregion.We’recurrentlyworkingonprovidingthesameexperienceinotherregions.SkillsyouwilldevelopPerformingbasicstatisticalanalysisinpythonperformingstatisticalanalysisandcreatingcorrespondingvisualizationsinpythonunderstandingpythonlibrarydocumentationsexploringandimplementingpythonlibrariescustomizingpythonvisulizationsLearnstep-by-stepInavideothatplaysinasplit-screenwithyourworkarea,yourinstructorwillwalkyouthroughthesesteps:ReviewintroductorystatisticsfunctionsExplorepythonlibrariesandtheirdocumentationsImportandusefunctionsfrompythonlibrariesPerformbasicstatisticalanalysisus
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Coursera Pythonstatistics in pythonPython basics for data ScienceApplied plotting-charting & data representation in PythonPython Data Analysis