House Price Prediction

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

Project Image

Personal Project

Description

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.

Language