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Data Analysis with Python
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DataAnalysiswithPythonoffersamodernapproachtodataanalysissothatyoucanworkwiththelatestandmostpowerfulPythontools,AItechniques,andopensourcelibraries.IndustryexpertDavidTaiebshowsyouhowtobridgedatasciencewiththepowerofprogrammingandalgorithmsinPython.You'llbeworkingwithcomplexalgorithms,andcutting-edgeAIinyourdataanalysis.Learnhowtoanalyzedatawithhands-onexamplesusingPython-basedtoolsandJupyterNotebook.You'llfindtherightbalanceoftheoryandpractice,withextensivecodefilesthatyoucanintegraterightintoyourowndataprojects.Explorethepowerofthisapproachtodataanalysisbythenworkingwithitacrosskeyindustrycasestudies.Fourfascinatingandfullprojectsconnectyoutothemostcriticaldataanalysischallengesyou’relikelytomeetintoday.ThefirstoftheseisanimagerecognitionapplicationwithTensorFlow–embracingtheimportancetodayofAIinyourdataanalysis.Thesecondindustryprojectanalysessocialmediatrends,exploringbigdataissuesandAIapproachestonaturallanguageprocessing.Thethirdcasestudyisafinancialportfolioanalysisapplicationthatengagesyouwithtimeseriesanalysis-pivotaltomanydatascienceapplicationstoday.Thefourthindustryusecasedivesyouintographalgorithmsandthepowerofprogramminginmoderndatascience.You'llwrapupwithathoughtfullookatthefutureofdatascienceandhowitwillharnessthepowerofalgorithmsandartificialintelligence.