Tânia Sousa
E-mail: tania.sousa@ucp.pt
Tel: (+351) 215 906 007
1ª Edição: início a 26 de abril de 2021
Horário: 2ª feira, das 18h00 às 21h00
Duração: 7 semanas | total de 20 horas
1h | Welcome & Program Opening | |
3h | Present and future trends in data and machine learning | |
1h30 | Supervised, Unsupervised, Self-Supervised and Reinforcement learning | |
1h30 | Supervised Machine Learning for Classification and for Regression | |
1h30 | The concepts of model generalization, model fit and model overfit | |
1h30 | Out of sample validation and performance metrics to assess machine learning models | |
1h30 | Linking the performance of machine learning models to value generation in business | |
1h30 | Building, evaluating and deploying supervised machine learning models | |
4h | Solving a Practical Case Study | |
1h30 | The Ethical Challenges of Artificial Intelligence | |
1h30 | Artificial Intelligence and the Economy |
1ª Edição: início a 26 de abril de 2021
Horário: 2ª feira, das 18h00 às 21h00
Duração: 7 semanas | total de 20 horas