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Deep Learning for Engineers

Af: Md Adilur Rahim, Tariq M. Arif Engelsk Paperback

Deep Learning for Engineers

Af: Md Adilur Rahim, Tariq M. Arif Engelsk Paperback
Tjek vores konkurrenters priser

Deep Learning for Engineers introduces the fundamental principles of deep learning along with an explanation of the basic elements required for understanding and applying deep learning models.

As a comprehensive guideline for applying deep learning models in practical settings, this book features an easy-to-understand coding structure using Python and PyTorch with an in-depth explanation of four typical deep learning case studies on image classification, object detection, semantic segmentation, and image captioning. The fundamentals of convolutional neural network (CNN) and recurrent neural network (RNN) architectures and their practical implementations in science and engineering are also discussed.

This book includes exercise problems for all case studies focusing on various fine-tuning approaches in deep learning. Science and engineering students at both undergraduate and graduate levels, academic researchers, and industry professionals will find the contents useful.

Tjek vores konkurrenters priser
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kr 526
Fragt: 39 kr
6 - 8 hverdage
20 kr
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God 4 anmeldelser på
Tjek vores konkurrenters priser

Deep Learning for Engineers introduces the fundamental principles of deep learning along with an explanation of the basic elements required for understanding and applying deep learning models.

As a comprehensive guideline for applying deep learning models in practical settings, this book features an easy-to-understand coding structure using Python and PyTorch with an in-depth explanation of four typical deep learning case studies on image classification, object detection, semantic segmentation, and image captioning. The fundamentals of convolutional neural network (CNN) and recurrent neural network (RNN) architectures and their practical implementations in science and engineering are also discussed.

This book includes exercise problems for all case studies focusing on various fine-tuning approaches in deep learning. Science and engineering students at both undergraduate and graduate levels, academic researchers, and industry professionals will find the contents useful.

Produktdetaljer
Sprog: Engelsk
Sider: 158
ISBN-13: 9781032515816
Indbinding: Paperback
Udgave:
ISBN-10: 1032515813
Udg. Dato: 28 feb 2024
Længde: 13mm
Bredde: 234mm
Højde: 156mm
Forlag: Taylor & Francis Ltd
Oplagsdato: 28 feb 2024
Forfatter(e) Md Adilur Rahim, Tariq M. Arif


Kategori Automatisk styrings- & reguleringsteknik


ISBN-13 9781032515816


Sprog Engelsk


Indbinding Paperback


Sider 158


Udgave


Længde 13mm


Bredde 234mm


Højde 156mm


Udg. Dato 28 feb 2024


Oplagsdato 28 feb 2024


Forlag Taylor & Francis Ltd