Introduction to MLOps

Machine learning operations (MLOps) is when DevOps principles are applied to a machine learning system. This is a relatively new term as nowadays most businesses try to incorporate AI/ML systems into their products and platforms. MLOps is an engineering discipline that aims to unify ML systems development (dev) and ML systems deployment/operations (ops) to standardize and streamline the continuous delivery of high-performing models in production. MLOps aims to provide high-quality machine learning solutions in production in an automated and repeatable manner.