An Introduction to AI in French (Master HES-SO)
- #1 – Découverte des outils d’IA les plus courants, par Richard-Emmanuel Eastes (HES-SO & Savoirs en Société)
- #2 – Explication des principes de base de l’IA
- #3 – Conseils pour une utilisation sans risques des chatbots
- #4 – Le prompt engineering comme vous ne l’avez encore jamais vu ! Prompt Engineering avec ChatGPT, un guide méthodologique pour l’enseignement, Dr. Thomas Steiner, HES-SO
- #5 – Toutes les raisons pour lesquelles nous devons craindre l’IA
- #6 – Comment l’IA met en danger la vérité et la démocratie (et pas forcément comme vous le croyez)
- #7 – Infrastructures de l’IA, ce fléau écologique dont personne ne parle (feat. Dominique Bollinger)
- #8 – Intégrité académique : étudiez avec l’IA sans tricher !
Le Temps
Dive into Deep Learning
- BOOK: Dive into Deep Learning (pdf)
- But what is a neural network? (3Blue1Brown)
- Gradient descent, how neural networks learn
- Backpropagation, step-by-step
- Backpropagation calculus
- Formation en Deep Learning (Machine Learnia, 2021)
- Le perceptron
- Les gradients d’un neurone
- La vectorisation des équations
- Programmation d’un neurone artificiel
- Neurone artificiel – chat vs chien
- Les 4 étapes pour entrainer un LLM (David Louapre, science étonnante)
Environments
- TensorFlow
- TensorFlow Playground
- TensorFlow 2.0 Tutorial For Beginners | TensorFlow Demo | Deep Learning & TensorFlow (1h30)
- TensorFlow 2.0 Complete Course – Python Neural Networks for Beginners Tutorial (7h)
- Keras
- PyTorch
- PyTorch Tutorial 04 – Backpropagation
Research
- Conferences
- Journals
- Leading University Research Centers
- Swiss AI Initiative
- EPFL AI-Center
- ETH AI Center
- Stanford University (Stanford AI Lab – SAIL)
- MIT (Computer Science and Artificial Intelligence Laboratory – CSAIL)
- University of California, Berkeley (Berkeley Artificial Intelligence Research – BAIR Lab)
- Carnegie Mellon University (CMU) – AI
- University of Oxford – AI
- University of Cambridge – AI
- University of Tsinghua – AIR
- National University of Singapore (NUS) – AI Institute
- University of Toronto – AI
- Simons Institute for the Theory of Computing
- Institute of Advanced Studies (IAS)
- Ecole Normale Supérieure (ENS)
- Corporate and Non-Profit Research Labs
Use of LLMs in research (NeurIPS)
IA Souveraine (Switzerland)
News, press releases and articles on artificial intelligence worldwide
- The 2025 AI Index Report – HAI Stanford University, April 2025
- How People Are Really Using Gen AI in 2025 – Harvard Business Review, April 2025
- China’s Huawei Develops New AI Chip, Seeking to Match Nvidia – The Wall Street Journal, April 2025
- Microsoft just launched powerful AI ‘agents’ that could completely transform your workday — and challenge Google’s workplace dominance – VentureBeat, April 2025
- Qwen3: Think Deeper, Act Faster – Qwen, April 2025
- Fact Sheet: President Donald J. Trump Advances AI Education for American Youth – The Whiteshouse, April 2025
- How It’s Made: Little Language Lessons uses Gemini’s multilingual capabilities to personalize language learning – Google for developers, April 2025
- Meta to start training its AI models on public content in the EU – Techcrunch, April 2025
- Anthropic Education Report: How University Students Use Claude – Anthropic, April 2025
- Meta to start training its AI models on public content in the EU – Techcrunch, April 2025
- Amazon’s new Nova Sonic foundation model understands not just what you say—but how you say itIntroducing Claude for Education – Amazon, April 2025
- Introducing Claude for Education – Anthropic, April 2025