Building Intelligent Systems: A Guide to Machine Learning Engineering - Tapa blanda

Hulten, Geoff

 
9781484234310: Building Intelligent Systems: A Guide to Machine Learning Engineering
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ISBN 10: 1484234316 ISBN 13: 9781484234310
Editorial: Apress, 2018

Sinopsis

Shows you how to plan for the various phases of an intelligent system from implementation to operation—what is required to succeed, and when it is time to progress

Teaches you how to craft experiences that collect the data needed to evaluate and grow intelligence

Describes how to design a system to take over model production from humans once the creation process has become reasonably routine

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Geoff Hulten is a Machine Learning Scientist and PhD in machine learning. He has managed applied machine learning teams for over a decade, building dozens of Internet-scale Intelligent Systems that have hundreds of millions of interactions with users every day. His research has appeared in top international conferences, received thousands of citations, and won a SIGKDD Test of Time award for influential contributions to the data mining research community that have stood the test of time.

De la contraportada

Produce a fully functioning Intelligent System that leverages machine learning and data from user interactions to improve over time and achieve success.


This book teaches you how to build an Intelligent System from end to end and leverage machine learning in practice. You will understand how to apply your existing skills in software engineering, data science, machine learning, management, and program management to produce working systems.

Building Intelligent Systems is based on more than a decade of experience building Internet-scale Intelligent Systems that have hundreds of millions of user interactions per day in some of the largest and most important software systems in the world.

What You’ll Learn:

  • Understand the concept of an Intelligent System: What it is good for, when you need one, and how to set it up for success
  • Design an intelligent user experience: Produce data to help make the Intelligent System better over time
  • Implement an Intelligent System: Execute, manage, and measure Intelligent Systems in practice
  • Create intelligence: Use different approaches, including machine learning
  • Orchestrate an Intelligent System: Bring the parts together throughout its life cycle and achieve the impact you want


"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Apress
Año de publicación
2018
Idioma
Inglés
ISBN 10 
1484234316
ISBN 13 
9781484234310
Encuadernación
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Número de edición
1
Número de páginas
368
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781484246368: BUILDING INTELLIGENT SYSTEMS: A GUIDE TO MACHINE LEARNING ENGINEERING

Edición Destacada

ISBN 10:  1484246365 ISBN 13:  9781484246368
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