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Deep Learning Essentials: Concepts, Algorithms and Techniques - Tapa blanda

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

 
9786207469628: Deep Learning Essentials: Concepts, Algorithms and Techniques
Tapa blanda
ISBN 10: 6207469623 ISBN 13: 9786207469628
Editorial: LAP LAMBERT Academic Publishing, 2025

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2025
Idioma
Inglés
ISBN 10 
6207469623
ISBN 13 
9786207469628
Encuadernación
Tapa blanda
Número de páginas
72
Contacto del fabricante
no disponible
Persona responsable
no disponible