Distributed Machine Learning and Gradient Optimization

Language: English

Published by Springer, Springer Feb 2023, 2023

981163422X / 9789811634222

Series: Book 5 of 13 - Big Data Management

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This item is printed on demand - Print on Demand Titel. Neuware -This book presents the state of the art in distributed machine learning algorithms that are based on gradient optimization methods. In the big data era, large-scale datasets pose enormous challenges for the existing machine learning systems. As such, implementing machine learning algorithms in a distributed environment has become a key technology, and recent research has shown gradient-based iterative optimization to be an effective solution. Focusing on methods that can speed up large-scale gradient optimization through both algorithm optimizations and careful system implementations, the book introduces three essential techniques in designing a gradient optimization algorithm to train a distributed machine learning model: parallel strategy, data compression and synchronization protocol.Written in a tutorial style, it covers a range of topics, from fundamental knowledge to a number of carefully designed algorithms and systems of distributed machine learning. It will appealto a broad audience in the field of machine learning, artificial intelligence, big data and database management.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 184 pp. Englisch.

Seller Inventory # 9789811634222

Title
Distributed Machine Learning and Gradient Optimization
Author
Jiawei Jiang
Publisher
Springer, Springer Feb 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
981163422X
ISBN 13
9789811634222
Item weight
289 grams
Dimensions
235x155x11 mm
Series
Book 5 of 13: Big Data Management

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

Shipping rates from Germany to U.S.A.

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First itemUS$ 69.56US$ 86.95
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Impressum Thorsten Retsch Buchversand Mimpf2000 Oberölschnitz 16 95517 Emtmannsberg Deutschland Telefon: 09209-2023188 Email: mimpf2000@online.de USt-ID-Nr.: DE 235096871 Wir führen gebrauchte Bücher aus allen Sparten der Literatur

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