This machine learning project was developed as the final work for Data Intensive Applications Bachelor Course. The Google Colab notebook explains in italian all the phases of the work starting from the pre-processing of data (diamond.csv dataset), up to the final elaboration of several machine learning models that had the objective to predict with as much precision as possible, the price of a diamond given its features