Machine learning · Built
Flat Price Prediction
A price prediction project that scrapes real estate listings and compares regression and tree-based models.
Highlights
- Listings scraped with BeautifulSoup and Selenium
- Exploratory analysis and feature engineering
- Linear Regression, Random Forest and XGBoost compared on RMSE and R squared
Built with
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I build AI agents, automation and forecasting for small businesses and teams. Read about sales forecasting for small businesses, or see how I work with clients.