Deep learning

Deep learning

Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that...

Description complète

Détails bibliographiques
Auteurs principaux : Goodfellow Ian J. (Auteur), Bengio Yoshua (Auteur), Courville Aaron C. (Auteur)
Format : Livre
Langue : anglais
Titre complet : Deep learning / Ian Goodfellow, Yoshua Bengio and Aaron Courville
Publié : Cambridge (Mass.), London : the MIT Press , C 2016
Description matérielle : 1 vol. (XXII-775 p.)
Collection : Adaptative computation and machine learning series
Sujets :
Apprentissage automatique
Apprentissage profond
Modèles mathématiques
Intelligence artificielle
Analyse multivariée
Documents associés : Autre format: Deep learning
Description
Résumé : Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones ; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.
Notes : Liste des errata sur le lien suivant https://www.deeplearningbook.org/
Bibliographie : Bibliogr. p. [711]-766. Index
ISBN : 978-0-262-03561-3