Machine Learning Operations

Machine learning operations (MLOps) is an engineering and governance discipline that manages the end-to-end lifecycle of enterprise machine learning systems, enabling standardized deployment, monitoring, and maintenance of models in production while aligning with existing DevOps, data, security, and compliance practices.