bertanulusoy / car-price-prediction

Car price prediction project

A Kaggle Car Price Prediction Project

This repository will be a toy machine learning project which will predict car prices.

The ML Pipeline of the project will be:

• Import Data
• Preprocess:
  • Preprocess Data (replace all spaces with underscore and lowercase all letters.)
  • Handling outliers (Log transformation)
  • Feature Selection(categorical + numerical fields)
  • Handling Missing Data
• Instantiate:
• Hyperparameter Tuning:
• Train/Test Split
• Fit
• Cross-Validate
• Predict
• Evaluate