Login       My Wishlist
  My Cart
$0.00 / 0 items
 
EMS Linux
Utilizing the Best Tools With Linux
 
International Access
Global Shipping Options Available
Home About Us News Our Blog Our Catalog My Cart My Account Track Shippment Contact Us
  Our Catalog   Languages & Tools   Java

Machine Learning Systems: Designs that scale


Mega Sale! Save 22% on the Machine Learning Systems: Designs that scale by Manning Publications at EMS Linux. Hurry! Limited time offer. Offer valid only while supplies last. Summary Machine Learning Systems: Designs that scale is an example-rich guide that teaches you how to implement reactive design solutions in your


Product Description

Summary

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

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

If 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.

About the Book

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.

What's Inside

  • Working with Spark, MLlib, and Akka
  • Reactive design patterns
  • Monitoring and maintaining a large-scale system
  • Futures, actors, and supervision

About the Reader

Readers need intermediate skills in Java or Scala. No prior machine learning experience is assumed.

About the Author

Jeff Smith builds powerful machine learning systems. For the past decade, he has been working on building data science applications, teams, and companies as part of various teams in New York, San Francisco, and Hong Kong. He blogs (https: //medium.com/@jeffksmithjr), tweets (@jeffksmithjr), and speaks (www.jeffsmith.tech/speaking) about various aspects of building real-world machine learning systems.

Table of Contents

    PART 1 - FUNDAMENTALS OF REACTIVE MACHINE LEARNING
  1. Learning reactive machine learning
  2. Using reactive tools
  3. PART 2 - BUILDING A REACTIVE MACHINE LEARNING SYSTEM
  4. Collecting data
  5. Generating features
  6. Learning models
  7. Evaluating models
  8. Publishing models
  9. Responding
  10. PART 3 - OPERATING A MACHINE LEARNING SYSTEM
  11. Delivering
  12. Evolving intelligence

Additional Information

Manufacturer:Manning Publications
Publisher:Manning Publications
Studio:Manning Publications
EAN:9781617293337
Item Size:0.5 x 9.5 x 9.5 inches
Package Weight:0.88 pounds
Package Size:7.4 x 0.59 x 0.59 inches

Machine Learning Systems: Designs that scale by Manning Publications

Buy Now:
Machine Learning Systems: Designs that scale

Brand: Manning Publications
Condition: New
Lead Time: 1 - 2 Business Days
Availability: In Stock
$44.99
$35.17
You Save: 22%


Quantity:  

 


View More In Java.

 


Have questions about this item, or would like to inquire about a custom or bulk order?


If you have any questions about this product by Manning Publications, contact us by completing and submitting the form below. If you are looking for a specif part number, please include it with your message.

First Name:
Last Last:
Email Address:
Your Message:

Related Best Sellers


mpn: 9780134540566, ean: 9780134540566, isbn: 0134540565,
Interest in the Scala programming language continues to grow for many reasons. Scala embraces the functional programming style without abandoning the object-oriented paradigm, and it allows you to write programs more concisely than in Java. Because S...

mpn: 43168-30087, ean: 9781617291203, isbn: 161729120X,
SummarySpring in Action, Fourth Edition is a hands-on guide to the Spring Framework, updated for version 4. It covers the latest features, tools, and practices including Spring MVC, REST, Security, Web Flow, and more. You'll move between short snippe...

mpn: 44794385, ean: 9781491943205, isbn: 1491943203,
Apache Spark is amazing when everything clicks. But if you haven’t seen the performance improvements you expected, or still don’t feel confident enough to use Spark in production, this practical book is for you. Authors Holden Karau and Rachel Wa...

ean: 9781617293986, isbn: 1617293989,
Summary Spring Microservices in Action teaches you how to build microservice-based applications using Java and the Spring platform. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About th...

mpn: illustrations, ean: 9781118973806, isbn: 1118973801,
Your all-encompassing guide to learning Android appdevelopment If you're an aspiring or beginning programmer interested increating apps for the Android market—which grows in size anddownloads every day—this is your comprehensive, one-stopguide. A...

ean: 9781786462909, isbn: 1786462907,
A hands-on guide with a minimalist and flexible approach that enables quick learning and rapid delivery of cloud-ready enterprise applications with Angular 6Key FeaturesExplore tools and techniques to push your web app to the next levelMaster Angular...

ean: 9781617292934, isbn: 1617292931,
Summary Camel in Action, Second Edition is the most complete Camel book on the market. Written by core developers of Camel and the authors of the highly acclaimed first edition, this book distills their experience and practical insights so that you c...

ean: 9781492025795, isbn: 1492025798,
Performance tuning is an experimental science, but that doesn’t mean engineers should resort to guesswork and folklore to get the job done. Yet that’s often the case. With this practical book, intermediate to advanced Java technologists working w...

mpn: 41415172, ean: 9781118957400, isbn: 1118957407,
Full coverage of functional programming and all OCA Java Programmer exam objectivesOCA, Oracle Certified Associate Java SE 8 Programmer I Study Guide, Exam 1Z0-808 is a comprehensive study guide for those taking the Oracle Certified Associate Java SE...

mpn: 48212676, ean: 9781491979594, isbn: 1491979593,
Design, implement, and execute continuous delivery pipelines with a level of flexibility, control, and ease of maintenance that was not possible with Jenkins before. With this practical book, build administrators, developers, testers, and other profe...



Privacy Policy / Terms of Service
© 2018 - emslinux.com. All Rights Reserved.