I would like to learn to build a Machine Learning Application. Can you please create a prototype for me to learn?
I want to learn how PyTorch, FastAPI would work on AWS.
1. Create a PyTorch Model. It can be a simple linear regression
2. Create a FastAPI Python Server that can do inference using this model.
3. Dockerize the Server and Host the Docker on ECS Fargate
4. You dont need to create Route53 and DNS. But please give examples on how I can call the server
5. Please use CloudFormation or Terraform to create this AWS Stack.
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