NCA-ADS - Introductory MLOps Practices - Section 6.4

Monitor production models for drift.

Monitor production models for data drift and concept drift by comparing incoming feature distributions and prediction quality against baselines established at training time. Determine when drift is severe enough to trigger retraining rather than a simple threshold adjustment.

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