Articles liés à Deep Learning Essentials: Concepts, Algorithms and...

Deep Learning Essentials: Concepts, Algorithms and Techniques - Couverture souple

Srinivasulu, Ch.; Prasad, M. Lakshmi; Kin, Taufi

 
9786207469628: Deep Learning Essentials: Concepts, Algorithms and Techniques
Couverture souple
ISBN 10 : 6207469623 ISBN 13 : 9786207469628
Editeur : LAP LAMBERT Academic Publishing, 2025

Synopsis

The book "Deep Learning Essentials: Concepts, Algorithms, and Techniques" provides a comprehensive introduction to the fundamental principles and methodologies of deep learning. It is designed for students, researchers, and professionals seeking to understand the theoretical foundations and practical implementations of modern neural network architectures. The book begins with an overview of machine learning basics, including supervised, unsupervised, and reinforcement learning, and then transitions into the core concepts of deep learning such as perceptrons, activation functions, and backpropagation. The book discusses techniques for regularization, hyperparameter tuning, and transfer learning, enabling efficient training and generalization.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6207469623
ISBN 13 
9786207469628
Reliure
Broché
Nombre de pages
72
Coordonnées du fabricant
non disponible
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