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https://github.com/shreyansh26/iris_classification-aws-lambda-poc
A step-wise tutorial to demonstrate the steps required to deploy a ML model using AWS Lambda, Github Actions, API Gateway and use Streamlit to access the model API through a UI.
https://github.com/shreyansh26/iris_classification-aws-lambda-poc
aws aws-api-gateway aws-lambda deployment github-actions iris-classification machine-learning streamlit
Last synced: 3 months ago
JSON representation
A step-wise tutorial to demonstrate the steps required to deploy a ML model using AWS Lambda, Github Actions, API Gateway and use Streamlit to access the model API through a UI.
- Host: GitHub
- URL: https://github.com/shreyansh26/iris_classification-aws-lambda-poc
- Owner: shreyansh26
- License: mit
- Created: 2021-12-04T12:43:53.000Z (about 3 years ago)
- Default Branch: master
- Last Pushed: 2021-12-12T18:54:39.000Z (about 3 years ago)
- Last Synced: 2024-04-16T03:52:36.244Z (10 months ago)
- Topics: aws, aws-api-gateway, aws-lambda, deployment, github-actions, iris-classification, machine-learning, streamlit
- Language: Python
- Homepage: https://shreyansh26.github.io/post/2022-01-23_model_deployment_using_aws_lambda/
- Size: 946 KB
- Stars: 6
- Watchers: 3
- Forks: 2
- Open Issues: 0