MLA 017 AWS Local Development

Try a walking desk while studying ML or working on your projects!

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 (Lambda, SageMaker Studio, Cloud9

2. Connect to deployed infrastructure via Client VPN

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

Infrastructure as Code

• Terraform
• CDK
• Serverless