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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 IICA619 PrinciplesofDeepLearning3CA620 ImageandVideoAnalytics3CA621 SocialNetworkingandMining3CA622 WebIntelligence3CA623 InternetofThings3CA624

CA601 Statistical Computing 3 CA603 Big Data Analytics 3 ... Comparisons- Meta-Analysis- Principal Component Analysis- Multidimensional Scaling-Cluster Analysis. ... “Elements of Statistical Learning”, Springer, 2009. 2. E. Alpaydin, “Machine Learning”, MIT Press, 2010. 3. K. Murphy, “Machine Learning: A Probabilistic Perspective ...

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