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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 puting3CA616DataAcquisitionandProductiza tion3CA617EssentialsofHumanResourceAnaly tics3CA618CustomerRelationshipandManagem ent3IICA619PrinciplesofDeepLearning3CA62 0ImageandVideoAnalytics3CA621SocialNetwo rkingandMining3CA622WebIntelligence3CA62 3InternetofThings3CA624HealthcareDataAna lytics3CA625LinkedOpenDataandSemanticWeb 3CA626FinancialRiskAnalyticsandManagemen t3CA627LogisticsandSupplyChainManagement 33SEMESTER-ICA601STATISTICALCO

and Normal distributions. Curve Fitting and Principles of Least Squares- Regression and correlation. Sampling Distributions & Descriptive Statistics: The Central Limit Theorem, distributions of the sample mean and the sample variance for a normal population, Sampling distributions (Chi-Square, t, F, z). Test of Hypothesis- Testing for ...

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