What Drives The Price Of A Car

Overview

An end-to-end machine learning project analyzing 426K car listings to help dealerships optimize inventory. This project implements preprocessing (Log-scaling, Frequency Encoding) and compares Multiple Linear Regression, Lasso, Ridge, and Random Forest models, Open-source project by Wesly Laboy, published on GitHub.

Highlights

• Primary language: Jupyter
• Open source — view the code and contribute on GitHub

Built with

• Jupyter
• Crisp Dm
• Data Science
• Eda
• Feature Engineering