This repository contains a python notebook in which I developped a Machine Learning model, by going through the different steps of a Data project, for classifying crimes occuring in Chicago (based on the dataset in the following link : https://data.cityofchicago.org/Public-Safety/Crimes-2001-to-Present/ijzp-q8t2) as part of the "Projet Analyse de Données" course taught at Paris Dauphine University to last year of the IM2D bachelor's degree students.