AWS customers can now easily monitor machine learning workloads on Amazon EKS clusters using the open-source platform Kubeflow. Kubeflow has many components including multi-user Jupyter notebooks and central dashboards, along with AI/ML platform-specific tools like TensorFlow and MXNet. You can also use AWS Managed Prometheus and Managed Grafana to monitor your Kubeflow machine learning workflows.
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