Monitoring Data Freshness — Roadmap Step & Resources
Automatically detecting when a dataset hasn't updated as expected
- Level: beginner
- Estimated time: 1 days
- Roadmap: Data Quality, Governance & Observability
Before this step
Study resources
- Great Expectations Documentation (Article) — Official documentation for Great Expectations, a widely used open-source data quality testing framework. Background reading/viewing for: Monitoring Data Freshness.
- dbt Documentation (Article) — Official documentation on source freshness checks. Relevant to: Monitoring Data Freshness.
Part of
- Data Freshness and SLAs — section
- Data Quality, Governance & Observability roadmap — the full learning path