Knowledge Graph — Coursera Notes › Academic disciplines › Information Technology / Computer Science › AI/ML Engineer › Ongoing monitoring and maintenance

Performance monitoring

feature · part of Ongoing monitoring and maintenance

Engineers set up monitoring tools and dashboards to track key performance metrics of deployed models, alerting teams if performance degrades. This ensures models continue to deliver reliable predictions. For example, monitoring accuracy and latency of a real-time recommendation system to detect issues early.

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