Not every organization’s machine learning DevOps (MLOps) requirements are the same. The MLOps architecture for a large, multinational enterprise is unlikely to fit a small startup. Organizations start small and build up as their maturity, model catalog, and experience grow.
Microsoft aims to meet organizations where they are on their ML/AI journey. Our leading technologies and robust MLOps capabilities can help you accelerate the machine learning lifecycle and empower data scientists and developers to build, train, and deploy models on a secure, trusted platform that supports a wide range of productive experiences and is designed for responsible machine learning. To learn more download this paper and visit the machine learning practitioners page at http://aka.ms/data-scientists.