This presentation discusses how to operationalize model and machine learning operations. We will discuss versioning, containerizing, and deploying models, applying CI/CD practices to models, creating streaming operations, monitoring, and live training. We will also look at platforms that are currently in use and how they are applied in
modern architectures.