Description de la formation

This CAS provides the technical and conceptual skills required  to understand AI algorithms for creative applications. It covers the most important AI applications in the domains of language, images, sound, and movement as well as key cultural, philosophical, aesthetic, and ethical questions around AI.

Objectives

Upon completion, graduates will:

• be familiar with key cultural, philosophical, and aesthetic questions, and ethical debates around AI;
• have a basic understanding of common neural network architectures and be able to train and assess these neural networks for artistic and creative applications;
• be able to perform basic image processing and know the most important applications;
• be able to process sound with deep neural networks and know the most important applications;
• be able to process movement data with deep neural networks and know the most important applications;
• be able to perform basic Natural Language Processing with deep learning models and know the most important applications.

Plan de la formation

• Module 1: AI and ML Fundamentals
• Module 2: Neural Networks
• Module 3: AI for Movement/Sensing: Realtime interaction
• Module 4: AI for Imaging
• Module 5: AI for Sound
• Module 6: AI for Natural Languange

Scope: 16 ECTS