Machine Learning Systems by Jeff Smith PDF Download

Download Machine Learning Systems by Jeff Smith PDF eBook free. The “Machine Learning Systems: Designs that scale 1st Edition” is an excellent book for understanding one specific set of technologies via real-world examples.

Machine Learning Systems by Jeff Smith PDF Book Review

“Machine Learning Systems: Designs that scale 1st Edition” teaches you to design and implement production-ready ML systems. Jeff Smith is the author of this book. In this book, you will 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. 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. Foreword by Sean Owen, Director of Data Science, Cloudera The examples use the Scala language, but the same ideas and tools work in Java, as well.

Machine Learning Systems by Jeff SmithIf you’re building machine learning models to be used on a small scale, you don’t need this book. But if you’re a developer building a production-grade ML application that needs quick response times, reliability, and good user experience, this is the book for you. It collects principles and practices of machine learning systems that are dramatically easier to run and maintain, and that are reliably better for users. This book is focused on the author’s expertise in production-grade systems using Scala, Akka, Spark, and MLib.

Details about Machine Learning Systems by Jeff Smith PDF

  • Name: Machine Learning Systems: Designs that scale 1st Edition
  • Author: Jeff Smith
  • ISBN: 10: 1617293334
  • Language: English
  • Genre: Software Development
  • Format: PDF
  • Size: 10 MB
  • Pages:224
  • Price: Free

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