Introducing MLOps： How to Scale Machine Learning in the Enterprise（Mark Treveil）（O

  • 书名：Introducing MLOps: How to Scale Machine Learning in the Enterprise
  • 出版社：O’Reilly Media
  • 作者：Mark Treveil
  • 出版年份：2020
  • 电子书格式： epub
  • 简介：Introducing MLOps provides a practical guide to scaling machine learning in enterprise settings. Learn how to streamline your ML workflows, improve collaboration between data scientists and engineers, and deploy and monitor models effectively. This book covers crucial MLOps concepts, including CI/CD for ML, model monitoring, and infrastructure considerations. Master best practices for building robust, scalable, and maintainable machine learning systems. Ideal for data scientists, ML engineers, and IT professionals looking to implement MLOps in their organizations.
  • ISBN：9781492083290, 14920
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