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Detect Production Drift in Models

HardModel Evaluation00:00
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Problem

Scenario

You've shipped a model that looked stable in offline testing, but production performance has started to move. The team wants to know whether the issue is a change in the input data, a change in the target relationship, or both.

Question

How do you detect data drift and concept drift in production?