MLOps Role in the ML Lifecycle

Map cross-functional workflows between data scientists, data engineers, and platform engineers to streamline model delivery.

Assumes: Introduction to MLOps.

Modules

1. Roles and Responsibilities in an ML Team
2. From Experimentation to Continuous Operations (MLOps Maturity Model)
3. Governance, Reproducibility, and Compliance

Tools

• Git
• Linux
• Docs