Flight Delay Prediction
2024
A machine learning project that predicts flight delays using historical flight data, weather patterns, and carrier information.
Approach
- Supervised learning with historical flight data
- Feature engineering from weather and carrier data
- Model comparison and optimization
- Performance evaluation and validation
Technologies
- Python & Scikit-learn
- Pandas for data processing
- Matplotlib for visualization
- Jupyter Notebooks
Results
Achieved significant accuracy in predicting flight delays, providing valuable insights for travelers and airlines.