Deploying a machine learning product - AWS Marketplace

Deploying a machine learning product

After you subscribe to either a model package product or algorithm product, it’s added to your product list in the SageMaker AI console. You can also use AWS SDKs, the AWS Command Line Interface (AWS CLI), or the SageMaker AI console to create a fully managed REST inference endpoint or perform inference on batches of data.

To deploy Amazon SageMaker AI model packages and algorithms

  1. Confirm that you have a valid subscription to the algorithm or model package by navigating to Your Marketplace Software.

  2. Configure the product (for example, by selecting a specific version or deployment region) on the AWS Marketplace website.

  3. View the Amazon SageMaker AI product detail page by choosing View in Amazon SageMaker AI.

  4. From the Amazon SageMaker AI console, you can deploy the model packages and algorithms using the Amazon SageMaker AI console, Jupyter notebook, Amazon SageMaker AI CLI commands, or API operations.

For more information about deploying on Amazon SageMaker AI, see Getting Started.