Deploy PyCaret and Streamlit app using AWS Fargate — serverless infrastructure
👉 Learning Goals of this Tutorial
💻 Toolbox for this tutorial
Docker Toolbox for Windows 10 Home
Amazon Web Services (AWS)
AWS Elastic Container Service (ECS)
AWS Fargate — serverless compute for containers
Setting the Business Context
👉 Task 1 — Model Training and Validation
👉 Task 2 — Build a front-end web application
👉 Task 3 — Create a Dockerfile
👉 Task 4–Deploy on AWS Fargate:
👉 Congratulations! You have published your app serverless on AWS Fargate. Use public IP address with port 8501 to access the application.
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