Web application available at: https://music.amoghghadge.com

Sagemaker folder

model.py : Used to locally train a Sklearn model. Uses joblib module to save the trained model.
model.joblib : Saves the locally trained model in the format that SageMaker is expecting for Sklearn models

inference.py : Helps SageMaker understand how input and output for the model will be configured

main.py : Script to deploy model onto SageMaker
invoke.py : Script that tests the endpoint by invoking it

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Web-app folder

React code used for web-app

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Lambda folder

lambda_function.py : Code deployed on AWS Lambda to call SageMaker endpoint