Used Car Price Prediction

Part 1 of 2 · Model Development

Build and evaluate used car price prediction models, comparing Ridge, CatBoost, and FT-Transformer architectures using a dataset of ~243K price listings. The highest-performing model (CatBoost) predicts within ~$1,300 and is deployed in Part 2.

→ Part 2: Prediction API (FastAPI, Docker, Kubernetes, CI/CD)