Introduction à l'IA créative

Aperçu

This course is an introduction to Creative AI, a growing field at the intersection of machine learning and artistic practice. During the course, you’ll learn how neural networks work, how they are trained, and how they can be applied.

Exploring how artificial intelligence can be used as a transformative tool across a variety of creative practices. By the end of this course you will be able to:

- Understand the core principles of artificial intelligence and how they apply within creative contexts, including visual art, design, music, and performance. - Identify the roles of neural networks and machine learning in creative AI systems, and recognise how artists are using these tools in practice. - Reflect critically on the ethical, legal, and cultural implications of working with AI, including questions of authorship, bias, and creative agency. - Experiment with basic AI tools and techniques, developing an informed and hands-on understanding of how generative systems can support co-creative processes.

Through hands-on coding exercises and guided walkthroughs, you’ll train your first AI model and gain a practical understanding of how machine learning functions beneath the surface. Alongside technical skills, the course also invites you to reflect on broader issues:

What does it mean to create with AI?

How is AI changing authorship, labour, and the creative industries? What ethical concerns arise when training models on existing cultural data?

Featuring insights from leading AI artists, researchers, and technologists, this course will give you both the technical foundation and critical perspective to begin working with AI in your own creative practice. No prior coding experience is required, just curiosity and a willingness to experiment.

Programme

• Introduction à l'IA Créative
Ce module introduit le domaine de l'IA Créative, offrant un aperçu fondamental de ce qu'est l'IA et comment elle converge avec la pratique créative. Vous rencontrerez également le groupe d'experts contributeurs dont le travail et les perspectives façonneront les discussions tout au long de ce cours.
• Construisez votre premier modèle d'IA
Au cours de ce module, nous aborderons les étapes de la construction de notre premier modèle d'IA dans la bibliothèque de deep learning PyTorch. Nous parlerons de ce qu'est un réseau de neurones et comment ils sont entraînés sur des données. Ensuite, nous vous guiderons sur où commencer pour poursuivre votre voyage avec CreativeAI et nous présenterons les trois cours qui suivent ce cours d'introduction.

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Enseigné par

Terence Broad

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Matières

Computer Science