Boost Your Real Estate IQ: Mastering Housing Price Prediction with AI

This project offers an exciting opportunity to dive into the world of machine learning and its practical applications. By comparing the powerful LightGBM and XGBoost algorithms, alongside feature engineering and web application development, this guide provides a complete, hands-on experience for aspiring data scientists.

• •Combines LightGBM and XGBoost for superior housing price prediction.
• •Employs feature engineering, including distance calculations from major cities, to enhance accuracy.
• •Creates a user-friendly web application using FastAPI and htmx for easy access to predictions.