Monitoring Models in Production

MLOps: Deploying Models Intermediate 3 min read Published
In this lesson

A model is trained on yesterday’s world. Then the world changes: a new app version, a festival season, a pandemic, a competitor’s discount. Accuracy quietly drops and nobody notices until a business number goes red. Monitoring catches this early.

🎬 The model that slowly went blind

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