Machine Learning Engineer
hardmachine-learning-engineer-cicd
What should an ML CI/CD pipeline include beyond standard software CI?
Answer
ML CI/CD must validate both code and model behavior.
Include:
- Data and schema checks
- Reproducible training
- Automated evaluation gates
- Bias/fairness checks
- Packaging + deploy
Also test inference latency, memory, and correctness on representative inputs before promotion.
Related Topics
CI/CDMLOpsTesting