Using Amazon SageMaker Jobs - Amazon SageMaker

Using Amazon SageMaker Jobs

To run an Amazon SageMaker job using the Operators for Kubernetes, you can either apply a YAML file or use the supplied Helm Charts.

Important

The new version of SageMaker Operators for Kubernetes uses AWS Controllers for Kubernetes (ACK). For more information, see Migrate resources to the new SageMaker Operators for Kubernetes or go directly to the ACK documentation.

All sample operator jobs in the following tutorials use sample data taken from a public MNIST dataset. In order to run these samples, download the dataset into your Amazon S3 bucket. You can find the dataset in Download the MNIST Dataset.

For more ML with the ACK SageMaker controller, see also those SageMaker tutorials.