Data & Datasets
Data Drift
Data & Datasets· Advanced
Definition
The phenomenon where statistical properties of production data change over time, causing model performance to degrade — since the model trained on a different distribution. Detecting and responding to drift is a core challenge in production AI monitoring.
Tags
#distribution-shift#monitoring#production#retraining
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