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Kubeflow

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Kubeflow ML Platform

Kubernetes-native ML platform: Kubeflow Pipelines, training operators, KServe serving, and Katib tuning run the ML lifecycle on Kubernetes.

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Comparison

Kubeflow vs SageMaker

Kubeflow is an open-source ML platform on Kubernetes; Amazon SageMaker is AWS's managed ML service. The choice trades portability and control against managed convenience.