Data Drift Intermediate

Data Drift

Intermediate

Shift in feature distribution over time.

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Definition

Full Definition

Shift in feature distribution over time.

Keywords

input change

Domains

MLOps & Infrastructure

Related Terms

Prediction Drift related to

Shift in model outputs.

 Feedback Loop related to

Using production outcomes to improve models.

 Shadow Deployment related to

Running new model alongside production without user impact.

 Canary Release related to

Incrementally deploying new models to reduce risk.

 Blue-Green Deployment related to

Maintaining two environments for instant rollback.

 Feature Store related to

Centralized repository for curated features.

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