Eduardo Saverin made $300k during his summer at Harvard betting on heating oil futures, crazy! Built a full-stack ML platform to visualize and predict similar data, understanding his bet from a prespect of smart analytics.
The application uses Docker Compose to containerize everthing and make it easier for anyone to setup. One requirements is to have docker on the device. You can install docker from here.
docker-compose upThe application should be up and running on http://localhost:3000
- Backend: Python FastAPI, NumPy, Pandas, SQLite3 database
- Machine Learning: Scikit library MultiVariable Regression Model, Prophet by Meta
- Frontend: React.js, Recharts.js
- Other: Docker, Docker-Compose