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Real Estate Price Valuation

The project focuses on analyzing and processing data as well as training and comparing AI models for real estate valuation based on the data from advertisements.

The data was collected from the otodom website by the scraper that I wrote,
available here: stepkos/otodom-scraper-enterprise-edition

The scraper project was improved by trained valuation model into software that searches for attractive real estate offers and sends email notifications with offers. So we can say the real-estate-price-valuation is a part of the otodom-scraper-enterprice-edition project.

Heart of the project

Notebook: ml/wro_price_valuation.ipynb

Article: latex/MSID_real_estate_price_valuation.pdf

Author

Jakub Stępkowski

License

This software was created for educational purposes only. I do not take any responsibility for any consequences resulting from the use or execution of this software. Commercial use is strictly prohibited. If you wish to use this code for purposes other than education, please contact the author for permission.