House Price Prediction
A project comparing various regression algorithms to predict house prices in relation to the distance from the coast. Emphasis is on feature engineering, data preprocessing with One-Hot Encoding, and model optimization through hyperparameter tuning.
Programming Languages:
- Python
Technologies, Libraries & Frameworks:
- Scikit Learn
- NumPy
- Pandas
- Matplotlib
- Seaborn
- Jupyter Notebooks
- Git
- GitHub
- Poetry
- Black
House Price Prediction
Personal Project
Description
A project comparing various regression algorithms to predict house prices in relation to the distance from the coast. Emphasis is on feature engineering, data preprocessing with One-Hot Encoding, and model optimization through hyperparameter tuning.