Distributed Machine Learning Patterns（Yuan Tang）（Manning Publications 2024）

  • 书名：Distributed Machine Learning Patterns
  • 出版社：Manning Publications
  • 作者：Yuan Tang
  • 出版年份：2023
  • 电子书格式： pdf
  • 简介：Dive into the world of distributed machine learning with “Distributed Machine Learning Patterns” by Yuan Tang. This comprehensive guide unveils effective strategies and practical patterns for building and deploying large-scale machine learning systems. Learn how to tackle challenges in data parallelism, model parallelism, and communication efficiency. Master techniques for handling massive datasets and complex models across distributed clusters. Ideal for data scientists, machine learning engineers, and researchers seeking to optimize performance and scalability in their projects. Gain insights into real-world applications and best practices for building robust and efficient distributed ML systems.
  • ISBN：9781617299025, 16172
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