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Project Management & Agile · Intermediate

CPMAI Model Operationalization

CPMAI Phase VI: deploying the model into production and monitoring, maintaining, and governing it.

Definition

Covers deployment approach, MLOps, monitoring for model and data drift, retraining, versioning, and continuous iteration back to earlier phases.

Example

Production monitoring detects drift and triggers retraining after three months.

Exam tip

AI projects do not end at deployment; models need ongoing monitoring.

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