Kubernetes Orchestration - Amazon SageMaker

Kubernetes Orchestration

You can orchestrate your SageMaker training and inference jobs with SageMaker Operators for Kubernetes and SageMaker Components for Kubeflow Pipelines. SageMaker Operators for Kubernetes make it easier for developers and data scientists using Kubernetes to train, tune, and deploy machine learning (ML) models in SageMaker. SageMaker Components for Kubeflow Pipelines allow you to move your data processing and training jobs from the Kubernetes cluster to SageMaker’s machine learning-optimized managed service.