MIIS-MachineLearning Tasks for the Machine Learning course at UPF (Master in Intelligent Interactive Systems). Homework 1: Perceptron algorithm. Homework 2: Overfitting. Lab 1: Linear and logistic regression. -> Grade 8/10. Lab 2: Decision trees, support vector machines & neural networks.