Managing data science operations. Practices for managing the machine learning lifecycle, from data setup, model generation, continuous integration and delivery, orchestration, and deployment, to health, diagnostics, governance, and business metrics. Course Information: Extensive computer use required. Prerequisite(s): IDS 572 or IDS 575; or consent of the instructor. Recommended background: Prior programming experience.