Distributed Machine Learning Patterns

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Distributed Machine Learning Patterns
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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
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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
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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
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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