Thomas A. Runkler

Data Analytics

Models and Algorithms for Intelligent Data Analysis

Ebook (PDF Format)

This book is a comprehensive introduction to the methods and algorithms and approaches of modern data analytics. It covers data preprocessing, visualization, correlation, regression, forecasting, classification, and clustering. 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. The text is designed for undergraduate and graduate courses on data analytics for engineering, computer science, and math students. It is also suitable for practitioners working on data analytics projects. This book has b… Mehr

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Produktdetails

ISBN: 978-3-8348-2589-6
EAN: 9783834825896
Produktnummer: 33294905
Verlag: Vieweg+Teubner Verlag
Sprache: Englisch
Erscheinungsjahr: 2012
Seitenangabe: 137 S.
Plattform: PDF
Masse: 2'168 KB
Auflage: 2012
Abbildungen: 66 schwarz-weiße Abbildungen, Bibliographie

Über den Autor

Thomas Runkler is doing research at Siemens Corporate Technology in Munich and teaching data analytics and machine learning at the Technical University of Munich.