Numerical Computing with Python
Datamining,orparsingthedatatoextractusefulinsights,isanicheskillthatcantransformyourcareerasadatascientistPythonisaflexibleprogramminglanguagethatisequippedwithastrongsuiteoflibrariesandtoolkits,andgivesyoutheperfectplatformtosiftthroughyourdataandminetheinsightsyouseek.ThisLearningPathisdesignedtofamiliarizeyouwiththePythonlibrariesandtheunderlyingstatisticsthatyouneedtogetcomfortablewithdatamining.YouwilllearnhowtousePandas,Python'spopularlibrarytoanalyzedifferentkindsofdata,andleveragethepowerofMatplotlibtogenerateappealingandimpressivevisualizationsfortheinsightsyouhavederived.Youwillalsoexploredifferentmachinelearningtechniquesandstatisticsthatenableyoutobuildpowerfulpredictivemodels.BytheendofthisLearningPath,youwillhavetheperfectfoundationtotakeyourdataminingskillstothenextlevelandsetyourselfonthepathtobecomeasought-afterdatascienceprofessional.ThisLearningPathincludescontentfromthefollowingPacktproducts:StatisticsforMachineLearningbyPratapDangeti.Matplotlib2.xByExamplebyAllenYu,ClaireChung,AldrinYim.PandasCookbookbyTheodorePetrou.
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