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Comment fonctionne un réseau de neurones: Comprendre, maîtriser et survivre à la révolution de l'intelligence artificielle
Paperback
Series: L'Ia Et Moi, Book 3
Publisher: Independently Published
Published: May 17 2026
Pages: 300
Weight: 0.89
Height: 0.63 Width: 6.00 Depth: 9.00
Language: French
L'IA est partout. Dans votre poche, dans votre hôpital, dans votre voiture. Et pourtant, quand on vous demande d'expliquer ce qu'est un réseau de neurones, un vague malaise s'installe. Ce livre met fin à ce malaise, une fois pour toutes. Comment fonctionne un réseau de neurones est le guide clair, rigoureux et accessible qui manquait en français pour comprendre véritablement la mécanique de l'intelligence artificielle moderne - de ses origines biologiques jusqu'aux architectures Transformers qui alimentent ChatGPT.
- Comment fonctionne réellement un neurone artificiel - et pourquoi il est à la fois si proche et si éloigné du neurone biologique
- Le rôle des poids synaptiques, des fonctions d'activation et des couches cachées dans la pensée d'une machine
- Comment une machine apprend: descente de gradient, rétropropagation, overfitting expliqués sans douleur
- Pourquoi le Deep Learning a tout changé, et ce que font vraiment les réseaux convolutifs, récurrents et les Transformers
- Les coulisses méconnues de l'entraînement d'un modèle: données, hyperparamètres, GPU, biais algorithmiques
- Les limites réelles de l'IA - et pourquoi elles sont aussi importantes que ses prouesses
- Aux professionnels et managers qui veulent comprendre l'IA pour prendre de meilleures décisions
- Aux étudiants en informatique, data science ou gestion qui cherchent des fondations conceptuelles solides
- Aux curieux éclairés - enseignants, journalistes, médecins, avocats - qui veulent une culture IA sérieuse
- À toute personne qui refuse de subir passivement une révolution technologique sans la comprendre
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