£165.79

Elsevier Deep Learning: Algorithmic Essence to Industrial Practice

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£165.79 £158.31 £159.94 £161.57 £163.21 £164.84 £166.47 09 July 2026 13 July 2026 18 July 2026 23 July 2026 28 July 2026

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Description

Deep Learning: From Algorithmic Essence to Industrial Practice by Elsevier bridges theory and real-world application, presenting fundamental deep learning concepts alongside practical engineering approaches for industry deployment. This comprehensive guide explains classic convolutional neural networks, recurrent neural networks, and transformer networks built on self-attention mechanisms, including their variants with integrated code demonstrations. The book covers practical applications across image classification, object detection, and semantic segmentation, making it ideal for students and professionals seeking to understand both the mathematical foundations and industrial implementation of modern deep learning systems. Perfect for higher education learners and practitioners transitioning from theory to production environments.

Key Features

Covers convolutional neural networks, recurrent neural networks, and transformer networks with detailed explanations of self-attention mechanisms and their variants.

Includes code demonstrations throughout the book to illustrate deep learning concepts and facilitate hands-on learning.

Addresses practical applications such as image classification, object detection, and semantic segmentation for real-world problem-solving.

Combines algorithmic theory with industrial engineering practices to bridge the gap between academic study and commercial deployment.

Designed for higher education students and professionals aiming to implement deep learning systems in production environments.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
25 July 2025
Listed Since
19 February 2025

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