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Unit I
Data Warehousing and Business Analysis: Data warehousing Components, Building a Data warehouse, Data Warehouse Architecture, DWH Schemas for Decision Support, Data Extraction-Cleaning-Transformation Tools, Metadata, Reporting, Query tools and Applications, Online Analytical Processing (OLAP), OLAP and Multidimensional Data Analysis, OLAP vs OLTP.
Discovering Storage and Compute Data Lakes: Introducing data lakes, Discovering data lake architectures, Data Warehouse Vs Datalakes.
[10] Approved by AC sub-committee : 20/07/2026 Applicable for Batch admitted in 2025 and Lateral Entry of AS 2026-27 admitted in Batch 2025
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Data Warehouse and Data Lakes (AIDS301) is a semester 5 subject in the IPU B.Tech AI & DS (Artificial Intelligence and Data Science) (AI-DS) curriculum.
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