Introduction to Deep Learning for Engineers

Language: English

Published by Springer, Birkhäuser Jul 2020, 2020

3031796640 / 9783031796647

Series: Book 21 of 42 - Synthesis Lectures on Mechanical Engineering

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This item is printed on demand - Print on Demand Titel. Neuware -This book provides a short introduction and easy-to-follow implementation steps of deep learning using Google Cloud Platform. It also includes a practical case study that highlights the utilization of Python and related libraries for running a pre-trained deep learning model.In recent years, deep learning-based modeling approaches have been used in a wide variety of engineering domains, such as autonomous cars, intelligent robotics, computer vision, natural language processing, and bioinformatics. Also, numerous real-world engineering applications utilize an existing pre-trained deep learning model that has already been developed and optimized for a related task. However, incorporating a deep learning model in a research project is quite challenging, especially for someone who doesn't have related machine learning and cloud computing knowledge. Keeping that in mind, this book is intended to be a short introduction of deep learning basics through the example of a practical implementation case.The audience of this short book is undergraduate engineering students who wish to explore deep learning models in their class project or senior design project without having a full journey through the machine learning theories. The case study part at the end also provides a cost-effective and step-by-step approach that can be replicated by others easily.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 112 pp. Englisch.…

Seller Inventory # 9783031796647

Title
Introduction to Deep Learning for Engineers
Author
Tariq M. Arif
Publisher
Springer, Birkhäuser Jul 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031796640
ISBN 13
9783031796647
Item weight
226 grams
Dimensions
235x191x7 mm
Series
Book 21 of 42: Synthesis Lectures on Mechanical Engineering

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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