M.Tech. DATA ANALYTICS

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(Applicableform2017-18onwards)Department ofComputerApplicationsNationalInstituteo fTechnologyTiruchirappalli 620015,Tamilnadu1SYLLABUSSemesterSubject CodeSubjectNameCreditsICA601StatisticalC omputing3CA603BigDataAnalytics3CA605Mach ineLearningTechniques3*****Elective-13** ***Elective-23*****Elective-33CA609BigDa taManagementandDataAnalyticsLab2IICS618R ealTimeSystems3CA602NextGenerationDataba ses3CA604HighPerformanceComputing3*****E lective-43*****Elective-53*****Elective- 63CA610MachineLearningLab2IIICA647Projec twork-PhaseI12IVCA648Projectwork-PhaseII 12TotalCredits642LISTOFELECTIVESSemester SubjectCodeSubjectNameCreditsICS655Digit alForensics3CA611CyberSecurityandInforma tionAssurance3CA612NaturalLanguageComput ing3CA613MassiveGraphAnalysis3CA614Bioin formatics3CA615ParallelandDistributedCom puting3

CA623 Internet of Things 3 ... Reduce Works-Anatomy of a Map Reduce Job run-Failures-Job Scheduling-Shuffle and Sort – Task execution - Map Reduce Types and Formats- Map Reduce Features- ... Benchmark and stress test an Apache Hadoop cluster 3. Run a basic Word Count Map Reduce program to understand Map Reduce Paradigm.

  Scheduling, Internet, Benchmark