Machine Learning Systems: Designs that scale

eBook Details:

• Paperback: 224 pages
• Publisher: WOW! eBook; 1st edition (July 8, 2018)
• Language: English
• ISBN-10: 1617293334
• ISBN-13: 978-1617293337

eBook Description:

Machine Learning Systems: Designs that scale

Machine Learning Systems: Designs that scale 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.

Machine Learning Systems: Designs that scale teaches you to design and implement production-ready ML systems. You’ll learn the principles of reactive design as you build pipelines with Spark, create highly scalable services with Akka, and use powerful 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.