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Repository Details
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.
