Hands-On Data Science with R
Risthemostwidelyusedprogramminglanguage,andwhenusedinassociationwithdatascience,thispowerfulcombinationwillsolvethecomplexitiesinvolvedwithunstructureddatasetsintherealworld.Thisbookcoverstheentiredatascienceecosystemforaspiringdatascientists,rightfromzerotoalevelwhereyouareconfidentenoughtogethands-onwithreal-worlddatascienceproblems.ThebookstartswithanintroductiontodatascienceandintroducesreaderstopopularRlibrariesforexecutingdatascienceroutinetasks.Thisbookcoversalltheimportantprocessesindatasciencesuchasdatagathering,cleaningdata,andthenuncoveringpatternsfromit.Youwillexplorealgorithmssuchasmachinelearningalgorithms,predictiveanalyticalmodels,andfinallydeeplearningalgorithms.YouwilllearntorunthemostpowerfulvisualizationpackagesavailableinRsoastoensurethatyoucaneasilyderiveinsightsfromyourdata.Towardstheend,youwillalsolearnhowtointegrateRwithSparkandHadoopandperformlarge-scaledataanalyticswithoutmuchcomplexity.
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