Data Analytics

Models and Algorithms for Intelligent Data Analysis

Authors: Runkler, Thomas A.

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  • A comprehensive introduction
  • Enabling the reader to design and implement data analytics solutions for real-world applications
  • Written by a researcher from industry with substantial experience with real-world data analytics applications
  • Successfully used for more than 10 years in courses at the Technical University of Munich
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eBook 29,74 €
price for Spain (gross)
  • ISBN 978-3-658-14075-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 36,39 €
price for Spain (gross)
  • ISBN 978-3-658-14074-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this Textbook

This book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. This book has been used for more than ten years in the Data Mining course at the Technical University of Munich. Much of the content is based on the results of industrial research and development projects at Siemens.

About the authors

Thomas A. Runkler is Principal Research Scientist at Siemens Corporate Technology and Professor for Computer Science at the Technical University of Munich.

Reviews

“The book is especially suitable as a course support (especially as each chapter also ends with a set of exercises), but also as introductory material for master or PhD students that are new to the data analytics domain, as they can obtain a quick overview.” (Ruxandra Stoean, zbMATH 1373.68007, 2017)


Table of contents (9 chapters)

Buy this book

eBook 29,74 €
price for Spain (gross)
  • ISBN 978-3-658-14075-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 36,39 €
price for Spain (gross)
  • ISBN 978-3-658-14074-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Data Analytics
Book Subtitle
Models and Algorithms for Intelligent Data Analysis
Authors
Copyright
2016
Publisher
Springer Vieweg
Copyright Holder
Springer Fachmedien Wiesbaden
eBook ISBN
978-3-658-14075-5
DOI
10.1007/978-3-658-14075-5
Softcover ISBN
978-3-658-14074-8
Edition Number
2
Number of Pages
XII, 150
Number of Illustrations
66 b/w illustrations
Topics