Data Analytics: Models and Algorithms for Intelligent Data Analysis - Tapa blanda

Runkler, Thomas A.

 
9783658297787: Data Analytics: Models and Algorithms for Intelligent Data Analysis
Tapa blanda
ISBN 10: 3658297786 ISBN 13: 9783658297787
Editorial: Springer Vieweg, 2020

Sinopsis

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.

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Acerca del autor

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

De la contraportada

<p>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.</p><p><br></p><p>Content</p><p>• Data Analytics</p><p>• Data and Relations</p>• Data Preprocessing<p></p><p>• Data Visualization</p><p>• Correlation</p><p>• Regression</p><p>• Forecasting</p><p>• Classification</p><p>• Clustering</p><p><br></p><p>Target Groups</p><p></p><ul><li>Students of computer science, mathematics and engineering<br></li><li>Data analytics practitioners<br></li></ul><p></p><p><br></p><p>The Author</p><p>Thomas A. Runkler is Principal Research Scientist at Siemens Corporate Technology and Professor for Computer Science at the Technical University of Munich.</p><p><br></p>

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Editorial
Springer Vieweg
Año de publicación
2020
Idioma
Inglés
ISBN 10 
3658297786
ISBN 13 
9783658297787
Encuadernación
Tapa blanda
Número de edición
3
Número de páginas
176
Contacto del fabricante
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