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portada Deep Learning Essentials: Concepts, Algorithms and Techniques
Type
Physical Book
Publisher
Author
Year
2025
Language
English
Pages
72
Format
Paperback
Dimensions
22x15 cm
ISBN13
9786207469628

Deep Learning Essentials: Concepts, Algorithms and Techniques

Ch. Srinivasulu;M. Lakshmi Prasad;Taufi Kin (Author) · LAP LAMBERT Academic Publishing · Paperback

Deep Learning Essentials: Concepts, Algorithms and Techniques - Ch. Srinivasulu;M. Lakshmi Prasad;Taufi Kin

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Synopsis "Deep Learning Essentials: Concepts, Algorithms and Techniques"

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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The book is written in English.

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The binding of this edition is Paperback.

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