Model Monitoring
Domain: MLOps
🎯 Motivation
Tracking model performance in production: accuracy, latency, usage, errors. Detects problems early.
📋 Concrete Example
Monitoring dashboard: accuracy 88% (stable), latency 200ms (good), 10K requests/hour, 0.1% error rate. All green. If accuracy drops to 80%, alert!
🔗 Analogy
A dashboard in a car - speed, fuel, engine temperature. You monitor constantly while driving. Model monitoring is the dashboard for AI in production.