Data Catalog
What a data catalog is, how metadata management and data discovery tools help AI teams find, understand, and trust their data assets.
Data-Governance
Data Lineage
What data lineage is, how tracking data from origin through transformations supports compliance, debugging, and trust in AI systems.
Data Mesh
What data mesh is, how it decentralizes data ownership, and when this organizational pattern is appropriate.
Developing a Data Strategy for AI Initiatives
How to assess, prepare, and govern your organization's data assets to support AI projects effectively.
Implementing a Data Catalog for AI Teams
How to implement metadata management with DataHub or OpenMetadata: automated ingestion, data lineage, ownership, classification, and …