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Structuring data for analysis, reporting, and strategic decision-making.

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: Eliminating redundant datasets across customer, product, and location domains. 9. Data Warehousing and Business Intelligence

: Data profiling, cleansing, root-cause analysis, and continuous monitoring. Risks of Using Unauthorized Torrent Downloads

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Data Storage and Operations: Managing the physical deployment, optimization, and maintenance of stored data.

, often visualized as a wheel with Data Governance at the center: ACM Digital Library Data Governance : The central authority and framework. Knowledge Areas

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Published by the Data Management Association International, the DMBOK2 provides a comprehensive, structured approach to data asset management. It organizes data management into 11 distinct knowledge areas, visually represented by the famous .

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[ Data Governance ] | +---------------------+---------------------+ | | | [Data Architecture] [Data Modelling] [Data Storage] | | | [Data Security] [Data Integration] [Document/Content] | | | [Master Data] [Data Warehousing] [Metadata Management] | | | +---------------------+---------------------+ | [ Data Quality ] 1. Data Governance