Tânia Sousa
E-mail: tania.sousa@ucp.pt
Phone: (+351) 215 906 007
Curriculum
Contacts
More Information
1st Edition: starts on April 26th, 2021
Classes: Mondays, from 6 p.m. to 9 p.m.
Duration: 7 weeks | total of 20 hours
APPLICATIONS HERE
| 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 |
Contacts
More Information
1st Edition: starts on April 26th, 2021
Classes: Mondays, from 6 p.m. to 9 p.m.
Duration: 7 weeks | total of 20 hours
APPLICATIONS HERE
