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