Deploy a Model in Amazon SageMaker - Amazon SageMaker

Deploy a Model in Amazon SageMaker

After you train your model, you can deploy it using Amazon SageMaker to get predictions in any of the following ways:

  • To set up a persistent endpoint to get one prediction at a time, use SageMaker hosting services.

  • To get predictions for an entire dataset, use SageMaker batch transform.

Deploy a Model on SageMaker Hosting Services

For an example of how to deploy a model to the SageMaker hosting service, see Deploy the Model to SageMaker Hosting Services.

Or, if you prefer, watch the following video tutorial:

SageMaker provides model hosting services for model deployment, as shown in the following diagram. SageMaker provides an HTTPS endpoint where your machine learning model is available to provide inferences.