MLA 017 AWS Local Development

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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 (Lambda (aws.amazon.com...) , SageMaker Studio (aws.amazon.com...) , Cloud9 (aws.amazon.com...)
2.
Connect to deployed infrastructure via Client VPN (docs.aws.amazo...)

• Terraform example (timeular.com/b...)
• RUclips tutorial ( • AWS: How to setup an A... )
• Creating the keys (docs.aws.amazo...)

3. LocalStack (localstack.cloud/)
Infrastructure as Code

• Terraform (www.terraform.io/)
• CDK (aws.amazon.com...)
• Serverless (www.serverless...)