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I believe it is possible to manage SageMaker jobs using Step Functions.
https://docs.aws.amazon.com/step-functions/latest/dg/connect-sagemaker.html
https://sagemaker-examples.readthedocs.io/en/latest/step-functions-data-science-sdk/machine_learning_workflow_abalone/machine_learning_workflow_abalone.html
1
Hi, Sagemaker Pipelines is probably what you are looking for: https://aws.amazon.com/sagemaker/pipelines/
Also have a look at https://docs.aws.amazon.com/sagemaker/latest/dg/pipelines-sdk.html
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