Computer Engineering Machine Learning and Neural Networks

Language: English

Published by Springer, Berlin, Springer Mär 2026, 2026

3032209781 / 9783032209788

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This is the first textbook focusing on practicality of machine learning (ML) and deep neural networks (DNN), by introducing methods that enable engineering applications of ML and DNN models. The authors describe many methodologies that are widely used in designing, training, and deploying of these models and discuss their applicability under various contexts. Coverage begins with the basic knowledge of machine learning and deep neural networks and their applications in solving practical engineering problems. It then proceeds through a series of computer engineering methods commonly used in developing machine learning and deep neural network models. The book also explains how to improve the training and inference performance in terms of model accuracy, size, runtime, etc. by considering various requirements and availability of data in the applications. Techniques that are widely adopted in both industry and academia are discussed. Tutorials and projects designed to practice the introduced techniques are provided using popular development frameworks of machine learning.Emphasizes practice over theoretical foundations, making content accessible to engineering students and engineers;Includes in-depth discussion of popular DNN models and their applications;Discusses engineering methods and tricks widely adopted in practice for using ML and DNN to solve engineering problems. 312 pp. Englisch.…

Seller Inventory # 9783032209788

Title
Computer Engineering Machine Learning and Neural Networks
Author
Yiran Chen
Publisher
Springer, Berlin, Springer Mär 2026
Publication year
2026
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3032209781
ISBN 13
9783032209788
Item weight
674 grams
Dimensions
235x155x19 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.18US$ 26.18
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BuchWeltWeit Ludwig Meier e.K.

Germany