Machine Learning Design Patterns： Solutions to Common Challenges in Data Preparation， Model Building， and MLOps（Valliappa Lakshmanan， Sara Robinson， Michael Munn）（O

  • 书名：Machine Learning Design Patterns: Solutions to Common Challenges in Data Preparation, Model Building, and MLOps
  • 出版社：O’Reilly Media
  • 作者：Valliappa Lakshmanan, Sara Robinson, Michael Munn
  • 出版年份：2020
  • 电子书格式： pdf
  • 简介：Master machine learning design patterns with this comprehensive guide. Learn practical solutions for common challenges in data preparation, model building, and MLOps. Discover techniques for building robust, scalable, and maintainable machine learning systems. Ideal for data scientists, machine learning engineers, and anyone seeking to improve their ML projects. This book provides in-depth explanations and practical examples, ensuring you can confidently tackle real-world machine learning challenges.
  • ISBN：9781098115784, 10981
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