Knowledge Graph — Coursera Notes › Academic disciplines › Computer Science / Information Technology › Artificial Intelligence › Machine Learning & Data

Monitoring and maintenance

concept · part of Machine Learning & Data

Continuous performance monitoring and retraining of ML models to address data drift over time.

Inside Monitoring and maintenance (1)

Data drift — The phenomenon where input data distribution shifts over time, degrading model accuracy, requiring monitoring and retraining.

Connections

Related to Data drift
Prerequisite of Amazon Neptune ML
Related to Data drift

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