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

English
2025-07-21
€50.54 €63.18

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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 ... Full description

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Description

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.

More Information

Author Ch. Srinivasulu, Taufi Kin, M. Lakshmi Prasad
Publisher LAP LAMBERT Academic Publishing
Release year 2025
Cover type Softcover
EAN 9786207469628
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€50.54 €63.18