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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

CA602 Next Generation Databases 3 CA604 High Performance Computing 3 ***** Elective -4 3 ... E. Alpaydin, “Machine Learning”, MIT Press, 2010. 3. K. Murphy, “Machine Learning: A Probabilistic Perspective”, MIT Press, 2012. ... and drop databases, tables, views, functions, and indexes. 10. Install, Deploy & configure Apache Spark Cluster ...

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