Core Concepts:
Model monitoring and maintenance in production
Managing data drift and model retraining
Logging, alerting, and anomaly detection
Tools:
Prometheus, Grafana, MLflow, Apache Kafka
Project:
Set up a monitoring and alerting system for a deployed model, including logging and metrics tracking.