paravatha / aws-sagemaker-terraform-poc

Terraform to provision VPC and Sagemaker

sagemaker-poc

Use TerraForm to build the following:

• VPC
• Endpoints
• Security Groups
• SageMaker Domain
• SageMaker User
• SageMaker Studio
• IAM policies and roles

Set variables in variables.tf

• cidr block range
• other variables

Set backend

• give valid S3 bucket and key where you want your state held

Run Terraform

terraform init
terraform validate
terraform plan -out=plan.out
terraform apply plan.out

Run SageMaker Studio

Go to SageMaker in the AWS Console Click on Open Studio button You can now play with pre-built end-to-end solutions When finished, delete all resources jumpstart created

Clean up Terraform

terraform destroy

Note: you may need to manually delete EFS that gets created automatically