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£ 112.10
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Add to basketCondition: New. 1st ed. 2022 edition NO-PA16APR2015-KAP.
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Distributed Machine Learning and Gradient Optimization
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Distributed Machine Learning and Gradient Optimization (Big Data Management)
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Distributed Machine Learning and Gradient Optimization (Big Data Management)
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Distributed Machine Learning and Gradient Optimization
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Distributed Machine Learning and Gradient Optimization
Published by Springer Verlag, Singapore, SG, 2022
ISBN 10: 981163419X ISBN 13: 9789811634192
Language: English
£ 171.94
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Add to basketHardback. Condition: New. 2021 ed. 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.
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£ 186.10
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Paperback. Condition: Brand New. 180 pages. 9.25x6.10x0.39 inches. In Stock.
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Distributed Machine Learning and Gradient Optimization
Published by Springer Verlag, Singapore, SG, 2022
ISBN 10: 981163419X ISBN 13: 9789811634192
Language: English
Seller: Rarewaves.com USA, London, LONDO, United Kingdom
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£ 197.49
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Add to basketHardback. Condition: New. 2021 ed. 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.
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Distributed Machine Learning and Gradient Optimization
Published by Springer, Berlin|Springer Nature Singapore|Springer, 2023
ISBN 10: 981163422X ISBN 13: 9789811634222
Language: English
£ 121.54
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Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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, imp.
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Distributed Machine Learning and Gradient Optimization
Published by Springer, Berlin|Springer Nature Singapore|Springer, 2021
ISBN 10: 981163419X ISBN 13: 9789811634192
Language: English
£ 121.54
Convert currency£ 21.66 shipping from Germany to United KingdomQuantity: Over 20 available
Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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, imp.
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£ 205.35
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Add to basketCondition: New. PRINT ON DEMAND.
