White Paper

Evolving DevOps into MLOps: Managing Code, Data, and Models

DevOps ensures code reliability; MLOps must keep the full ML lifecycle healthy — data pipelines, training workflows, model artifacts, and drift monitoring. A comparative perspective across version control, CI/CD, testing, and monitoring.