Designing Machine Learning Systems： An Iterative Process for Production-Ready Applications (Third Early Release)（Chip Huyen）（O

  • 书名：Designing Machine Learning Systems: An Iterative Process for Production-Ready Applications (Third Early Release)
  • 出版社：O’Reilly Media, Inc.
  • 作者：Chip Huyen
  • 出版年份：2022
  • 电子书格式： pdf
  • 简介：Dive into the practical aspects of building and deploying robust machine learning systems. This book by Chip Huyen provides a hands-on guide to iterative development, addressing crucial challenges from data collection and model training to deployment and monitoring. Learn best practices for production-ready applications, including MLOps strategies and efficient resource management. Ideal for data scientists, ML engineers, and anyone aiming to bridge the gap between research and real-world implementation. Gain insights into overcoming common pitfalls and optimizing the entire ML lifecycle for successful project outcomes.
  • ISBN：9781098107956, 10981
  • 下载地址（点击下载）：
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