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Canonical has announced the launch of Charmed Kubeflow, an MLOps toolkit, as a software appliance on the Amazon Web Services (AWS) marketplace. This appliance reduces deployment time and eases operations, allowing users to launch and manage their machine learning workloads hassle-free. With the increasing adoption of AI, public clouds are a preferred method to kick-start AI/ML projects. Charmed Kubeflow is an open-source, end-to-end MLOps platform that runs on Kubernetes and automates machine learning workflows. The appliance provides users with the opportunity to get visibility into their workloads and better plan their infrastructure expansion.