Thomas A. Runkler: Data Analytics - ankabu

Cover: 9783658297787 | Data Analytics | Models and Algorithms for Intelligent Data Analysis

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Sprache: Englisch

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Beschreibung

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.

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.

Details

Erscheinungsjahr:	2020
Genre:	Mathematik , Medizin , Naturwissenschaften , Technik
Medium:	Taschenbuch
Originaltitel:	Data Analytics
Inhalt:	Einband - flex.(Paperback)
ISBN-13:	9783658297787
ISBN-10:	3658297786
Sprache:	Englisch
Ausstattung / Beilage:	xii, 161 S., 72 s/w Illustr., 161 p. 72 illus.
Einband:	Kartoniert / Broschiert
Autor:	Thomas A. Runkler
Auflage:	3. Auflage
Hersteller:	Springer Fachmedien Wiesbaden Springer Vieweg
Verantwortliche Person für die EU:	preigu GmbH & Co. KG, Lengericher Landstr. 19, D-49078 Osnabrück, mail@preigu.de
Abbildungen:	72 schwarz-weiß Illustrationen
Maße:	240 x 168 x 10 mm
Von/Mit:	Thomas A. Runkler
Erscheinungsdatum:	14.05.2020
Gewicht:	0,29 kg

Artikel-ID: 118053360

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