Setting Up Basic Data Quality Checks — Roadmap Step & Resources
Adding your first automated checks to an existing pipeline
- Level: beginner
- Estimated time: 1 days
- Roadmap: Data Quality, Governance & Observability
Before this step
Interview questions
- How would you make the business case for investing in data quality tooling to a skeptical leadership team?
Study resources
- Google Cloud Data Catalog Documentation (Article) — Official documentation for Google Cloud's data cataloging and metadata management service. Background reading/viewing for: Setting Up Basic Data Quality Checks.
- Great Expectations Documentation (Article) — Official documentation for a widely used open-source data quality framework. Relevant to: Setting Up Basic Data Quality Checks.
Part of
- Data Quality and Governance Fundamentals — section
- Data Quality, Governance & Observability roadmap — the full learning path