Data Analysis with Python
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.
·8.9萬字
