GitHub repository: markokow/sample_regression_aws
Primary language: Jupyter Notebook
Description: A scalable machine learning regression API for predicting sales. This repository showcases the end-to-end deployment process, from model training with Scikit-Learn to FastAPI-based service implementation, containerization with Docker, and deployment on Heroku and AWS ECS. It also includes CI/CD automation using GitHub Workflows.