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 explores effective strategies and architectures for scaling machine learning models across multiple machines. Learn to overcome challenges related to data parallelism, model parallelism, and communication efficiency. Ideal for data scientists, machine learning engineers, and researchers seeking to build and deploy large-scale ML systems. Master practical patterns, optimize performance, and unlock the potential of distributed computing for your next-generation AI applications. Gain insights into cutting-edge techniques and best practices for building robust and scalable ML solutions.
  • ISBN：9781617299025, 16172
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