Testing and Data Quality in dbt — Analytics Engineering (dbt & Data W…
Building confidence into the project itself
Steps in Testing and Data Quality in dbt
- dbt Testing Fundamentals — beginner · Built-in tests for uniqueness, not-null and referential integrity
- Writing Custom Data Tests — beginner · Testing business logic specific to your own data
- Singular vs Generic Tests — beginner · Two different ways to structure tests in a dbt project
- Testing Strategy for Large Projects — beginner · Deciding what to test given limited time and warehouse compute
- Data Quality Frameworks Beyond dbt (Great Expectations, Soda) — beginner · Complementary tools for deeper data quality checks
- Building a Testing Culture Around a dbt Project — beginner · Getting a whole team to actually write and maintain tests
Part of
- Analytics Engineering (dbt & Data Warehousing) roadmap — the full learning path