This model considers several variables such as size and location to assess the expense of a specific living unit. For learning purposes, I did not use Scikit-learn or any other library initially. Once my model was ready, I recreated it using Scikit-learn and then validated both versions using the RMSE metric.
Data source: Kaggle.The data has been collected in 3rd quarter of 2023 and represents polish real estate market.
To run the Jupyter notebooks and replicate the analysis, the following dependencies are required:
- Python 3.x
- Jupyter Notebook
- Pandas
- Matplotlib
- Scikit-learn
This project is licensed under the MIT License.