The Data Analysis Workshop
Businessestodayoperateonlineandgeneratedataalmostcontinuously.Whilenotalldatainitsrawformmayseemuseful,ifprocessedandanalyzedcorrectly,itcanprovideyouwithvaluablehiddeninsights.TheDataAnalysisWorkshopwillhelpyoulearnhowtodiscoverthesehiddenpatternsinyourdata,toanalyzethem,andleveragetheresultstohelptransformyourbusiness.Thebookbeginsbytakingyouthroughtheusecaseofabikerentalshop.You'llbeshownhowtocorrelatedata,plothistograms,andanalyzetemporalfeatures.Asyouprogress,you’lllearnhowtoplotdataforahydraulicsystemusingtheSeabornandMatplotliblibraries,andexploreavarietyofusecasesthatshowyouhowtojoinandmergedatabases,preparedataforanalysis,andhandleimbalanceddata.Bytheendofthebook,you'llhavelearneddifferentdataanalysistechniques,includinghypothesistesting,correlation,andnull-valueimputation,andwillhavebecomeaconfidentdataanalyst.
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