Deploy Machine Learning Models to Production： With Flask， Streamlit， Docker， and Kubernetes on Google Cloud Platform（Pramod Singh）（Apress 2021）

  • 书名：Deploy Machine Learning Models to Production: With Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform
  • 出版社：Apress
  • 作者：Pramod Singh
  • 出版年份：2021
  • 电子书格式： epub
  • 简介：Master the art of deploying machine learning models to production using this comprehensive guide. Learn practical techniques with Flask, Streamlit, Docker, and Kubernetes on Google Cloud Platform (GCP). This book provides hands-on experience in building robust, scalable, and maintainable ML systems. Ideal for data scientists, ML engineers, and developers seeking to bridge the gap between model development and deployment. Covering essential concepts like containerization, orchestration, and cloud deployment, this book empowers you to deploy your models effectively and efficiently. Gain expertise in using popular tools and platforms for a seamless transition from development to production.
  • ISBN：9781484265468, 14842
  • 下载地址（点击下载）：
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