Coverart for item
The Resource Predictive analytics with Microsoft Azure Machine Learning : build and deploy actionable solutions in minutes, Roger Barga, Valentine Fontama, Wee Hyong Tok

Predictive analytics with Microsoft Azure Machine Learning : build and deploy actionable solutions in minutes, Roger Barga, Valentine Fontama, Wee Hyong Tok

Label
Predictive analytics with Microsoft Azure Machine Learning : build and deploy actionable solutions in minutes
Title
Predictive analytics with Microsoft Azure Machine Learning
Title remainder
build and deploy actionable solutions in minutes
Statement of responsibility
Roger Barga, Valentine Fontama, Wee Hyong Tok
Creator
Contributor
Author
Subject
Language
eng
Summary
Data Science and Machine Learning are in high demand, as customers are increasingly looking for ways to glean insights from all their data. More customers now realize that Business Intelligence is not enough as the volume, speed and complexity of data now defy traditional analytics tools. While Business Intelligence addresses descriptive and diagnostic analysis, Data Science unlocks new opportunities through predictive and prescriptive analysis. The purpose of this book is to provide a gentle and instructionally organized introduction to the field of data science and machine learning, with a focus on building and deploying predictive models. The book also provides a thorough overview of the Microsoft Azure Machine Learning service using task oriented descriptions and concrete end-to-end examples, sufficient to ensure the reader can immediately begin using this important new service. It describes all aspects of the service from data ingress to applying machine learning and evaluating the resulting model, to deploying the resulting model as a machine learning web service. Finally, this book attempts to have minimal dependencies, so that you can fairly easily pick and choose chapters to read. When dependencies do exist, they are listed at the start and end of the chapter. The simplicity of this new service from Microsoft will help to take Data Science and Machine Learning to a much broader audience than existing products in this space. Learn how you can quickly build and deploy sophisticated predictive models as machine learning web services with the new Azure Machine Learning service from Microsoft
Cataloging source
YDXCP
http://library.link/vocab/creatorName
Barga, Roger
Dewey number
005.74
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Fontama, Valentine
  • Tok, Wee-Hyong.
http://library.link/vocab/subjectName
Information technology
Label
Predictive analytics with Microsoft Azure Machine Learning : build and deploy actionable solutions in minutes, Roger Barga, Valentine Fontama, Wee Hyong Tok
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Control code
FIEb17651943
Isbn
9781484204467
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
System control number
(OCoLC)899226852
Label
Predictive analytics with Microsoft Azure Machine Learning : build and deploy actionable solutions in minutes, Roger Barga, Valentine Fontama, Wee Hyong Tok
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier.
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent.
Control code
FIEb17651943
Isbn
9781484204467
Media category
unmediated
Media MARC source
rdamedia.
Media type code
  • n
System control number
(OCoLC)899226852

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