Machine Learning Guide

MLA 017 AWS Local Development


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Show notes: ocdevel.com/mlg/mla-17

Developing on AWS first (SageMaker or other)

Consider developing against AWS as your local development environment, rather than only your cloud deployment environment. Solutions:

  1. Stick to AWS Cloud IDEs (LambdaSageMaker StudioCloud9
  2. Connect to deployed infrastructure via Client VPN

    • Terraform example
    • YouTube tutorial
    • Creating the keys
  3. LocalStack

Infrastructure as Code

  • Terraform
  • CDK
  • Serverless
...more
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