1h	Welcome & Program Opening Miguel Godinho Matos
3h	Present and future trends in data and machine learning Miguel Godinho Matos
1h30	Supervised, Unsupervised, Self-Supervised and Reinforcement learning Miguel Godinho Matos
1h30	Supervised Machine Learning for Classification and for Regression Miguel Godinho Matos
1h30	The concepts of model generalization, model fit and model overfit Miguel Godinho Matos
1h30	Out of sample validation and performance metrics to assess machine learning models Miguel Godinho Matos
1h30	Linking the performance of machine learning models to value generation in business Miguel Godinho Matos
1h30	Building, evaluating and deploying supervised machine learning models Miguel Godinho Matos
4h	Solving a Practical Case Study Miguel Godinho Matos
1h30	The Ethical Challenges of Artificial Intelligence João Luís César das Neves
1h30	Artificial Intelligence and the Economy Sérgio Rebelo