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All Content tagged with MLOps mit Amazon SageMaker und Kubernetes
Kubernetes is an open source system used to automate the deployment, scaling, and management of containerized applications. Kubeflow Pipelines is a workflow manager that offers an interface to manage and schedule machine learning (ML) workflows on a Kubernetes cluster. Using open source tools offers flexibility and standardization, but requires time and effort to set up infrastructure, provision notebook environments for data scientists, and stay up-to-date with the latest deep learning framework versions.
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