What Is MLOps?

Machine learning operations, or MLOps, is a set of practices that guides organizations. MLOps provides guidelines on the full lifecycle of machine learning models. With these guidelines, MLOps automates the process of taking machine learning models to production and managing the models once they are in production.

Heather Gorr explains what MLOps is and how to integrate it into development and operations, highlighting the key benefits of MLOps. MLOps has become relevant to many industries, as more organizations are incorporating machine learning into their operations.