Differential Tests in CI (Part 1 of 2) | Deployment of Machine Learning Models

Add a safety net to your ML pipeline 🛡️

In this video, we take differential testing a step further integrating it directly into your CI pipeline. You’ll see how to:

1. Capture predictions from the previous model
2. Compare them with the current version
3. Automate checks to catch unexpected changes early

A key step toward more reliable and production-ready ML systems 👇

If you want to master how to design, build, and deploy production-ready ML pipelines, check out our full course : https://www.trainindata.com/courses

🔗 Link to presentations: https://www.trainindata.com/l/digital_download/924136/presentations-deployments-of-ml-models

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Видео Differential Tests in CI (Part 1 of 2) | Deployment of Machine Learning Models канала Soledad Galli | Data Scientist @ Train in Data