Flight Delays

Flight Delays is a data science project where I use a linear regression model to predict the target variable arrival delays from the flights dataset including records for 5,000,000+ commercial airline flights in 2015¹.

Deployment

• git clone https://github.com/p-karmelita/Flight-Delays.git
• docker build -t flights .
• docker compose up
• If it doesn't work on Windows change the localhost from 0.0.0.0:8000 to 127.0.0.1:8000

Technologies

• Scikit-learn
• Pandas
• FastAPI
• Docker
• NBConvert
• Python

Author: Piotr Karmelita

Footnotes

1. ✈️ ↩