|Machine Learning Systems (Manning)|
|Wednesday, 15 August 2018|
This book is an example-rich guide that teaches you how to implement reactive design solutions in your machine learning systems to make them as reliable as a well-built web app. Author Jeff Smith shows the principles of reactive design with examples including pipelines with Spark, highly scalable services with Akka, and how to use machine learning libraries like MLib on massive datasets. The examples use the Scala language, but the same ideas and tools work in Java, as well. The book is aimed at developers building production-grade ML applications that need quick response times, reliability, and good user experience.
Author: Jeff Smith
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