Final individual project for the class "Mathematics in Machine Learning", from the MSc in Data Science and Engineering at Politecnico di Torino.
The project has two components:
1- A Jupyter notebook with the exploration and pre-processing of a dataset and the application of some ML models for binary classification task
2- A theoretical essay focused on the mathematical principles behind the code used in the previous point