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Distributed Machine Learning Patterns
Language: en
Pages: 375
Authors: Yuan Tang
Categories: Computers
Type: BOOK - Published: 2022-04-26 - Publisher: Manning

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Practical patterns for scaling machine learning from your laptop to a distributed cluster. Scaling up models from standalone devices to large distributed cluste
Machine Learning Design Patterns
Language: en
Pages: 408
Authors: Valliappa Lakshmanan
Categories: Computers
Type: BOOK - Published: 2020-10-15 - Publisher: O'Reilly Media

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The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog pr
Deep Learning Patterns and Practices
Language: en
Pages: 755
Authors: Andrew Ferlitsch
Categories: Computers
Type: BOOK - Published: 2021-10-12 - Publisher: Simon and Schuster

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Discover best practices, reproducible architectures, and design patterns to help guide deep learning models from the lab into production. In Deep Learning Patte
Distributed Machine Learning Patterns
Language: en
Pages: 375
Authors: Yuan Tang
Categories: Computers
Type: BOOK - Published: 2024-01-30 - Publisher: Simon and Schuster

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Practical patterns for scaling machine learning from your laptop to a distributed cluster. Distributing machine learning systems allow developers to handle extr
Designing Distributed Systems
Language: en
Pages: 164
Authors: Brendan Burns
Categories: Computers
Type: BOOK - Published: 2018-02-20 - Publisher: "O'Reilly Media, Inc."

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Without established design patterns to guide them, developers have had to build distributed systems from scratch, and most of these systems are very unique inde