Workflows

The SageMaker Python SDK supports managed training and inference for a variety of machine learning frameworks:

• Airflow Workflows
  • Amazon SageMaker Operators in Apache Airflow
  • Airflow
• Kubernetes
  • Amazon SageMaker Operators for Kubernetes
  • Using Amazon Sagemaker Jobs
  • Amazon SageMaker Components for Kubeflow Pipelines
  • Using Amazon SageMaker Components
• AWS Step Functions