machine learning operations (MLOps)

Machine learning operations, or MLOps, includes all the work that surrounds the machine learning model development process. It encompasses making sure data are available, providing access to data for analysts, integrating models into business workflows, and monitoring and updating models to ensure they are performing well. In large organizations, MLOps may require multiple people and/or teams. However, these processes can also often be largely automated as part of a predictive analytics platform.