The Definitive Guide to Machine Learning Operations in AWS Machine Learning Scalability and Optimization with AWS（Neel Sendas Deepali Rajale）（Apress 2025. 2025）

  • 书名：The Definitive Guide to Machine Learning Operations in AWS: Machine Learning Scalability and Optimization with AWS
  • 出版社：Apress, 2025.
  • 作者：Neel Sendas, Deepali Rajale
  • 出版年份：2025
  • 电子书格式： PDF
  • 简介：Master the art of Machine Learning Operations (MLOps) on AWS with this comprehensive guide. Learn how to scale and optimize your ML models for optimal performance and efficiency. This book delves into practical techniques and best practices for deploying, managing, and monitoring ML workflows in the AWS ecosystem. Ideal for data scientists, ML engineers, and DevOps professionals seeking to enhance their MLOps capabilities on AWS. Explore key AWS services like SageMaker, EC2, and S3, and gain insights into crucial aspects of model deployment, monitoring, and cost optimization. Elevate your machine learning projects to the next level with expert advice and real-world examples.
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