“Machine Learning in Microservices” by Mohamed Abouahmed and Omar Ahmed is a must-read for developers who want to integrate machine learning into microservices architecture. Published by Packt Publishing in 2023, this book provides a step-by-step guide to implementing and managing machine learning in distributed systems, offering practical advice for building scalable, efficient solutions.

Book Details:

  • Authors: Mohamed Abouahmed, Omar Ahmed
  • Publisher: Packt Publishing
  • Language: English
  • Publication Date: March 10, 2023
  • Pages: 270
  • ISBN-13: 978-1804617748
  • ISBN-10: 1804617741

What You’ll Learn:

This book covers everything you need to know about combining machine learning with microservices. The authors begin by explaining the basics of both technologies and then dive into practical topics like model deployment and lifecycle management. The guide also discusses important tools such as Kubernetes and Docker, which help with deploying and scaling machine learning models within microservices.

In addition to technical implementation, the book covers crucial areas like security and monitoring, especially for handling sensitive data. The authors share real-world case studies and examples to demonstrate successful integration strategies. You’ll also learn optimization techniques to improve performance and ensure reliability in your systems.

Who Should Read This Book?

  • Microservices developers: Learn how to seamlessly integrate machine learning into existing architectures.
  • Data scientists: Discover methods for deploying machine learning models in distributed systems.
  • Software architects: Gain insights into best practices for building scalable, reliable microservices.
  • Project managers and technical leaders: Explore solutions for managing complex projects that involve machine learning.

About the Authors:

  • Mohamed Abouahmed is a Principal Architect and Consultant with a strong background in network automation and smart system development. He has a unique blend of technical and commercial expertise, making him a valuable resource for both engineering and business needs.
  • Omar Ahmed is an experienced Computer Engineer specializing in IT and IoT technologies. With a Bachelor’s degree from the Georgia Institute of Technology, he brings deep knowledge in areas like C/C++, databases, and microcontrollers.

If you’re interested in diving deeper into the intersection of machine learning and microservices, visit ThinkJava.net for more insightful book reviews and recommendations to help you master these technologies.

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Last Update: October 2, 2024

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