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M.Tech. DATA ANALYTICS

(Applicableform2017-18onwards)Department ofComputerApplicationsNationalInstituteo fTechnologyTiruchirappalli 620015,Tamilnadu1 SYLLABUSS emesterSubjectCodeSubjectNameCreditsICA6 01 StatisticalComputing3CA603 BigDataAnalytics3CA605 MachineLearningTechniques3**Elective-13* *Elective-23**Elective-33CA609 BigDataManagementandDataAnalyticsLab2 IICS618 RealTimeSystems3CA602 NextGenerationDatabases3CA604 HighPerformanceComputing3**Elective-43** Elective-53**Elective-63CA610 MachineLearningLab2 IIICA647 Projectwork-PhaseI12 IVCA648 Projectwork-PhaseII12 TotalCredits642 LISTOFELECTIVESS emesterSubjectCodeSubjectNameCreditsICS6 55 DigitalForensics3CA611 CyberSecurityandInformationAssurance3CA6 12 NaturalLanguageComputing3CA613 MassiveGraphAnalysis3CA614 Bioinformatics3CA615 ParallelandDistributedComputing3CA616 DataAcquisitionandProductization3CA617 EssentialsofHumanResourceAnalytics3CA618 CustomerRelationshipandManagement3

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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