CI/CD for ML Pipelines (Overview)

Summary

Automating the testing and deployment of model updates — similar to software CI/CD, but also needs to validate model performance, not just that the code runs without errors.

• 1Read an overview of how ML pipelines differ from standard software CI/CD.
• 2Learn what an automated 'model performance gate' before deployment might check.
• 3Understand this is often owned jointly with ML/platform engineers, not solely by a data scientist.