Quality Scores and Data Health Metrics — Roadmap Step & Resources
Summarizing dataset trustworthiness into a single, trackable metric
- 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: Quality Scores and Data Health Metrics.
- freeCodeCamp (Video) — freeCodeCamp's data engineering course covers continuous data quality monitoring. Relevant to: Quality Scores and Data Health Metrics.
Part of
- Data Quality Monitoring — section
- Data Quality, Governance & Observability roadmap — the full learning path