MLOps
5 min read
CI/CD for ML Models: Testing Beyond Unit Tests
How to build CI/CD for ML systems with data validation, schema checks, shadow evaluations, and deployment gates that go beyond ordinary application unit tests.
We share everything we learn — real use cases, real production lessons. Technical deep-dives on MLOps, model deployment, AI reliability, and more.
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Posts authored by the Resilio Tech Team. More in-depth tutorials and case studies coming soon.
How to build CI/CD for ML systems with data validation, schema checks, shadow evaluations, and deployment gates that go beyond ordinary application unit tests.
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