Designing Production MLOps Pipelines: Orchestration, Versioning, and the Messy Reality
A practitioner's guide to building production MLOps pipelines with Airflow, MLflow, CI/CD for ML, retraining triggers, and monitoring. Based on nine years of deploying and maintaining ML systems in production.
• Aryanto, M.Si