/Predicting_rental_price_Morocco

Creation of regression model from an extracted (web scrapping with BeautifulSoup) dataset from Moroccan announcements website (mubawab.ma) by trying linear algorithms ( Ordinary Least Squares and Lasso algorithms) , Tree-based algorithms and Ensemble algorithms (Random Forest Regressor and Gradient Boosting regressor) and using grid search to optimize Gradient Boosting regressor hyperparameters.

Primary LanguageJupyter NotebookMIT LicenseMIT

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