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Infra-as-Code in SageMaker

0

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?

Topics
Machine Learning & AI
Tags
Test & Optimize ML ModelsAmazon SageMaker AutopilotAmazon SageMaker Pipelines
Language
English
Roman N
asked 2 years ago321 views
1 Answer
1

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, which allows you to deploy SageMaker ressources with the CDK.

AWS
AWS-User-5132531
answered 2 years ago

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