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Data Warehousing & Data Mining

Post Graduate Program in Data science

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Academic programmePost Graduate Program in Data science

LevelPost Graduate

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Data Warehousing & Data MiningSyllabus

Foundations Of Data Warehousing And Data MiningChapter 1

Enterprise Data Architecture And Modern PlatformsChapter 2

Dimensional And Enterprise Data ModelingChapter 3

Data Integration Etlelt And Data QualityChapter 4

Olap Semantic Layers And Analytical QueryingChapter 5

Warehouse Performance Operations And Lifecycle ManagementChapter 6

Data Governance Security And Regulatory ComplianceChapter 7

Data Mining Foundations And Project MethodologiesChapter 8

Data Preparation And Feature EngineeringChapter 9

Supervised Learning For Prediction And ClassificationChapter 10

Unsupervised Learning And SegmentationChapter 11

Association Sequential And Pattern MiningChapter 12

Specialized And Ai Enabled Mining ApplicationsChapter 13

Model Evaluation Explainability And OperationalizationChapter 14

Strategy Decision Analytics And Emerging DirectionsChapter 15