Infra-as-Code in SageMaker

Question

AWS SageMaker maintainers pushing everything into notebooks - pipelines, observability, endpoints, etc
There is some heavy scripting with boto3 for helpers and integrations.

There are very good abstractions in SM SDK, however approaches like creating IAM roles and lambdas functions from boto3 scripts are from 2015, no?
What am I missing?

Answer

Hi,

The AWS CDK enables you to create ressources similar to CloudFormation, but in your favorite languages such as Javascript and Python. Here is the [Amazon SageMaker Construct Library](https://docs.aws.amazon.com/cdk/api/v2/python/aws_cdk.aws_sagemaker/README.html), which allows you to deploy SageMaker ressources with the CDK.

Infra-as-Code in SageMaker

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