Articoli correlati a Deep Learning Essentials: Concepts, Algorithms and...

Deep Learning Essentials: Concepts, Algorithms and Techniques - Brossura

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

 
9786207469628: Deep Learning Essentials: Concepts, Algorithms and Techniques
Brossura
ISBN 10: 6207469623 ISBN 13: 9786207469628
Casa editrice: LAP LAMBERT Academic Publishing, 2025

Sinossi

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.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2025
Lingua
Inglese
ISBN 10 
6207469623
ISBN 13 
9786207469628
Rilegatura
Copertina flessibile
Numero di pagine
72
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
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