Data Management and AI Governance Overview
Data Management and AI Governance
Data is the core asset of modern digital transformation, and in the AI era, data quality and governance are the source of competitive advantage.
Key Frameworks
| Framework | Description |
|---|---|
| DAMA-DMBOK | A body of knowledge for data management |
| DCAM | A data management maturity model |
| MLOps | A methodology for AI/ML operations |
| EU AI Act | An AI regulatory and governance framework |
Key Learning Points
- Data lake vs. data warehouse
- Master Data Management (MDM)
- AI ethics and explainable AI (XAI)
- Data mesh architecture