Description of the course
This module is an overview of Artificial Intelligence and Machine Learning, with a focus on their application to the Defence sector.
We’ll discover the Machine Learning workflow on a real-world example. Fundamentals (data management, model training, and result assessment) will be addressed. The artificial neural networks paradigm will be studied up to Deep Learning, using state-of-the-art tools from the rich Python ecosystem.
But Artificial Intelligence is not all about technique, and issues like bias, fairness and robustness will also be presented. In order to acquire practical skills, several exercises and a hands-on application of Machine Learning to malware detection will be proposed to attendees.
- B2 English level
- Basic Knowledge of programming in any language
This programme is focused on:
- Professionals working in the Defence and AeroSpace Industry (up-skilling and re-skilling activities)