Data Governance & Quality

Data catalogs, metadata management, data lineage, data quality frameworks, master data management, and data contracts.

Topics

Lessons

Alation, Collibra, Atlan — metadata management and search

Accountability models, stewardship programs, data councils

Anonymization, tokenization, differential privacy, consent management

Profiling, cleansing, validation, traceability, impact analysis

Golden records, deduplication, data stewardship programs

Retention policies, legal hold, archive tiers, deletion workflows