This repository contains the code written while solving the exercises of the fundamental theoretical principle (FTP) module on predictive modelling in the spring term 2018. This module is part of the Master of Science in Engineering (MSE), a joint degree programme by all seven public Universities of Applied Sciences of Switzerland.