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Deploy Amazon SageMaker Projects with Terraform Cloud

Machine Learning Blog

This article explains how to deploy Amazon SageMaker Projects using Terraform Cloud, removing the previous dependency on AWS CloudFormation.

  • SageMaker Projects are mapped to AWS Service Catalog products
  • Uses the AWS Service Catalog Engine for Terraform Cloud
  • Requires an AWS account, SageMaker Studio domain, AWS CLI, Terraform, and Terraform Cloud account
  • Deployment involves cloning a GitHub repository, logging into Terraform Cloud, and configuring variables
  • Enables creating custom SageMaker Project templates using Terraform

The solution provides enterprise customers with a CloudFormation-free method to implement SageMaker Projects using Terraform, offering more flexibility in infrastructure management.

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