Used Car Price Prediction

An end-to-end machine learning pipeline for estimating the market price of used cars. Listings were collected via web scraping and cleaned into a structured dataset, with categorical features encoded for model consumption. Several regression models were trained and compared, with a Random Forest regressor delivering the most accurate price estimates and forming the core of the final predictive system.