Book Name: Machine Learning Systems
Author: Jeff Smith
Publisher: Manning Publications
File size: 10.4 MB
File format: PDF
Machine Learning Systems Pdf Book Description:
If you are constructing machine learning versions to be utilized on a small scale, then you do not want this book. But if you are a programmer building a production-grade ML program that requires rapid response times, reliability, and great user experience, this is the book for you. It collects practices and principles of machine learning methods which are radically simpler to operate and maintain, which are better for consumers.
Machine Learning Systems: Designs which scale instructs you to design and execute production-ready ML systems. You will learn the essentials of reactive layout as you construct pipelines with Spark, produce exceptionally scalable solutions with Akka, and utilize strong machine learning libraries such as MLib on enormous datasets. The illustrations use the Scala terminology, but the very same thoughts and tools operate in Java, too.
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