Automated Data Validation in CI Pipelines
Why Data Validation in CI?
Data changes can break models silently. Integrating validation into CI ensures schema consistency and distribution checks before training.
Validation Steps
- Schema verification
- Missing value checks
- Feature drift detection
Data-aware CI pipelines reduce production failures.
