MLOps seeks to automate the entire lifecycle of developing, deploying, and monitoring models by combining machine learning, DevOps, and data engineering.
MLOps tools are software applications designed to facilitate this integration, streamlining workflows, and enhancing collaboration between data scientists, ML engineers, and IT operations teams.