Data governance

Free IMA CMA Part 1 (Financial Planning, Performance, and Analytics) lesson in Technology and Analytics. 12 min read, ~1,726 words.

Data governance sets policies and accountabilities; data management executes them day to day. A governance framework defines roles, policies, processes, and metrics; common references are DAMA-DMBOK and COBIT. Eight life cycle stages: capture, maintenance, synthesis, usage, analytics, publication, archival, purging (synthesis before usage, archival before purging). Preprocessing order: consolidation, cleaning...

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