Inside deep learning

• Verfasst von: Raff, Edward [VerfasserIn]
• Titel: Inside deep learning
• Titelzusatz: math, algorithms, models
• Verf.angabe: Edward Raff
• Ausgabe: [First edition].
• Verlagsort: [Shelter Island, New York]
• Verlag: Manning Publications
• E-Jahr: 2022
• Jahr: [2022]
• Umfang: 1 online resource (1 sound file (15 hr., 36 min.))
• Fussnoten: Online resource; title from title details screen (O’Reilly, viewed May 21, 2024)
• Datenträger: Online-Ressource
• Sprache: eng
• Sach-SW: Apprentissage profond
• Sach-SW: Intelligence artificielle
• Sach-SW: Python (Langage de programmation)
• Sach-SW: artificial intelligence
• Sach-SW: Audiobooks
• Sach-SW: Livres audio
• K10plus-PPN: 1890486221
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m453372972X
• Lokale URL Inst.: Zum Volltext

Abstract

Inside Deep Learning illuminates the inner workings of deep learning algorithms in a way that even machine learning novices can understand. You’ll explore deep learning concepts and tools through plain language explanations, annotated code, and dozens of instantly useful PyTorch examples. Each type of neural network is clearly presented without complex math, and every solution in this book can run using readily available GPU hardware!