This repository was used to gather the different machine learning projects implemented for the course of Fundamentals of Intelligent Systems (Fundamentos de Sistemas Inteligentes), including breast cancer detection, leaves classification, handwritten digit classification and e-mail spam detection. The course was lectured in the semester 2/2018 for the Computer Science degree.