01
Flight Fare Prediction
Developed machine learning models to predict airline ticket prices using 57,000+ flight records. Engineered temporal, route-based, and seasonality features, compared linear and tree-based models, and achieved a 13% RMSE reduction using gradient boosting to identify key pricing drivers.
- Python,
- Pandas,
- Scikit-learn
