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Cognitive Project Management in AI · PMI
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Retraining Pipelines: AI/ML models degrade over time due to data drift, concept drift, and changing real-world conditions. Model iteration requires continuously refreshing models with updated or newly acquired data. Retraining pipelines automate the ingestion of fresh data, re-execution of feature extraction, model re-learning, evaluation, and seamless redeployment without breaking operational workflows.