Centre d'Apprentissage
Fondamentaux de l'IA pour Dirigeants
Vous n'avez pas appris cela en école de commerce—et la plupart des dirigeants non plus. L'IA transforme chaque industrie, et comprendre les fondamentaux est désormais essentiel pour la prise de décision stratégique.
Pourquoi C'est Important
Les leaders qui comprennent les fondamentaux de l'IA prennent de meilleures décisions sur les outils, les talents et la stratégie.
Comment Nous Vous Aidons
- •Vidéos sélectionnées des meilleurs éducateurs et chercheurs
- •Sources fiables : 3Blue1Brown, Karpathy, Google, IBM
- •Chat IA pour clarifier les concepts et approfondir
Commencez à Apprendre
Difficulté
Thèmes
Andrej Karpathy60:00IntroductionIntro to Large Language Models
Andrej Karpathy's comprehensive introduction to LLMs: capabilities, architecture, and future directions.
LLMsFundamentalsAI SafetySource: Andrej KarpathyIntroduction
3Blue1Brown28:00IntermédiaireAttention in Transformers
3Blue1Brown's visual explanation of the attention mechanism that powers modern AI.
TransformersAttentionArchitectureSource: 3Blue1BrownIntermédiaire
IBM Technology9:00IntroductionWhat is Retrieval-Augmented Generation?
IBM Technology explains how RAG connects language models to external knowledge bases.
RAGRetrievalKnowledge BasesSource: IBM TechnologyIntroduction
Google Cloud Tech7:00IntroductionWhat is a Transformer Model?
Google Cloud Tech explains transformer architecture fundamentals.
TransformersArchitectureFundamentalsSource: Google Cloud TechIntroduction
IBM Technology10:00IntermédiaireWhat are AI Agents?
IBM Technology explains autonomous AI agents and how they use tools to solve problems.
AgentsToolsAutonomySource: IBM TechnologyIntermédiaire
DeepLearning.AI5:00IntermédiaireFine-tuning Large Language Models
DeepLearning.AI course introduction on when and how to fine-tune LLMs effectively.
Fine-tuningTrainingCustomizationSource: DeepLearning.AIIntermédiaire
Google Cloud Tech19:39AvancéReinforcement Learning from Human Feedback
Google Cloud Tech explains how RLHF aligns AI systems with human preferences.
RLHFAlignmentTrainingSource: Google Cloud TechAvancé
3Blue1Brown19:00IntroductionBut What is a Neural Network?
3Blue1Brown's visual introduction to neural networks and deep learning.
Neural NetworksDeep LearningFundamentalsSource: 3Blue1BrownIntroduction
StatQuest with Josh Starmer12:00IntroductionWord Embeddings and Semantic Search
How text becomes numbers that capture meaning and enable semantic search.
EmbeddingsVectorsSemantic SearchSource: StatQuest with Josh StarmerIntroduction
TED17:00AvancéThe Path to Artificial General Intelligence
Shane Legg (Google DeepMind) discusses AGI timelines and development considerations.
AGIFutureAI SafetySource: TEDAvancé