- š Hi, Iām @AlainTiri
- š Iām interested in NLP, data mining, ML...
- š± Iām Data scientist at IPM Group
- You can contact me for an open source project who needs AI
- š« You can reach me via LinkedIn
First project in solo to learn ML Regressor, with a dataset scrapped in group on Immoweb.be and ImmoVlan.be :
- Data cleaning and preprocessing
- Using KNN Imputer
- Using XGBoostRegressor
We can predict a price of a house or an apartment in Belgium with a accuracy of 87%.
A lighter version of this model is implemented on group project "3D House", whose design an building by raster dataset (DTM + DSM) and predict price. https://github.com/KeThien/3D-houses