What Is MLOps? How Teams Build, Deploy, and Monitor Machine Learning Systems

MLOps is the discipline focused on reliably building, deploying, monitoring, and updating machine learning systems in production. It involves managing data, code, environments, training pipelines, artifact registration, deployment strategies, and ongoing monitoring to ensure system performance and governance.