Machine Learning Production Systems Engineering Machine Learning Models and Pipelines（Robert Crowe Hannes Hapke Emily Caveness Di Zhu）（O

  • 书名：Machine Learning Production Systems: Engineering Machine Learning Models and Pipelines
  • 出版社：O’Reilly Media
  • 作者：Robert Crowe, Hannes Hapke, Emily Caveness, Di Zhu
  • 出版年份：2024
  • 电子书格式： pdf
  • 简介：Master the art of deploying and maintaining machine learning models in production. This essential guide from O’Reilly Media dives deep into the engineering challenges of building robust and scalable ML systems. Learn practical strategies for model versioning, monitoring, and continuous integration/continuous deployment (CI/CD) for ML. Experts Crowe, Hapke, Caveness, and Zhu provide invaluable insights into real-world production challenges, ensuring your ML projects transition smoothly from development to deployment and beyond. Optimize for performance, reliability, and maintainability with this comprehensive guide.
  • ISBN：9781098156015, 10981
  • 下载地址（点击下载）：
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