Machine Learning Operations (MLOps) Evaluation Rubric
• User's Guide
The MLOps Tool Evaluation Rubric can help acquisition teams identify priorities, evaluate capabilities, and select tools to support ML developers and systems across the ML lifecycle.
Publisher
Software Engineering Institute
Topic or Tag
Abstract
The MLOps Tool Evaluation Rubric is designed to help acquisition teams pinpoint organizational priorities for MLOps tooling, customize rubrics to evaluate those key capabilities, and ultimately select tools that will effectively support ML developers and systems throughout the entire lifecycle, from exploratory data analysis to model deployment and monitoring.