Explore universal operators beyond Kubernetes in this sponsored session by Canonical at KubeCon + CloudNativeCon Europe 2021. Discover how universal operators enable consistent automation of infrastructure and applications across bare metal, virtual machines, and containers. Watch a demonstration showcasing the use of universal operators to manage AI/ML pipelines for data scientists, from Ceph to Kubernetes and from workstations to production. Learn about the Python operator framework and its role in abstracting complexity across hardware stacks and software lifecycles, allowing businesses to focus on innovation. Gain insights into scenarios involving data science problems and see practical applications of universal operators in action.