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The Resource Data analytics : models and algorithms for intelligent data analysis, Thomas A. Runkler

Data analytics : models and algorithms for intelligent data analysis, Thomas A. Runkler

Label
Data analytics : models and algorithms for intelligent data analysis
Title
Data analytics
Title remainder
models and algorithms for intelligent data analysis
Statement of responsibility
Thomas A. Runkler
Creator
Subject
Language
eng
Summary
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. Content • Data Analytics • Data and Relations • Data Preprocessing • Data Visualization • Correlation • Regression • Forecasting • Classification • Clustering Target Groups Students of computer science, mathematics and engineering Data analytics practitioners The Author Thomas A. Runkler is Principal Research Scientist at Siemens Corporate Technology and Professor for Computer Science at the Technical University of Munich
http://library.link/vocab/creatorName
Runkler, Thomas A.,
Dewey number
006.3/12
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Data mining
  • Data structures (Computer science)
Label
Data analytics : models and algorithms for intelligent data analysis, Thomas A. Runkler
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Data Analytics -- Data and Relations -- Data Preprocessing -- Data Visualization -- Correlation -- Regression -- Forecasting -- Classification -- Clustering
Control code
ocn954462385
Dimensions
unknown
Edition
2nd edition
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783658140748
Isbn Type
(print)
Level of compression
unknown
Other control number
10.1007/978-3-658-14075-5
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)954462385
Label
Data analytics : models and algorithms for intelligent data analysis, Thomas A. Runkler
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Data Analytics -- Data and Relations -- Data Preprocessing -- Data Visualization -- Correlation -- Regression -- Forecasting -- Classification -- Clustering
Control code
ocn954462385
Dimensions
unknown
Edition
2nd edition
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783658140748
Isbn Type
(print)
Level of compression
unknown
Other control number
10.1007/978-3-658-14075-5
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)954462385

Library Locations

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