Thomas A. Runkler

Data Analytics

Models and Algorithms for Intelligent Data Analysis

• Broschiertes Buch

Produktbeschreibung

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.

Produktdetails

• Verlag: Springer Fachmedien Wiesbaden / Springer Vieweg / Springer, Berlin
• Artikelnr. des Verlages: 978-3-658-29778-7
• 3. Aufl.
• Seitenzahl: 176
• Erscheinungstermin: 14. Mai 2020
• Englisch
• Abmessung: 240mm x 168mm x 10mm
• Gewicht: 307g
• ISBN-13: 9783658297787
• ISBN-10: 3658297786
• Artikelnr.: 58718042

Autorenporträt

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

Inhaltsangabe

Introduction.- Data and Relations.- Data Preprocessing.- Data Visualization.- Correlation.- Regression.- Forecasting.- Classification.- Clustering.