Data Analytics: Models and Algorithms for Intelligent Data Analysis

Thomas A. Runkler

ISBN 10: 3834825883 / ISBN 13: 9783834825889

Published by Vieweg+Teubner Verlag, 2012

May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less 0.55. Seller Inventory # G3834825883I4N00

Synopsis:

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 been used for more than ten years in numerous courses at the Technical University of Munich, Germany, in short courses at several other universities, and in tutorials at scientific conferences. Much of the content is based on the results of industrial research and development projects at Siemens.

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

Bibliographic Details

Title: Data Analytics: Models and Algorithms for ...
Publisher: Vieweg+Teubner Verlag
Publication Date: 2012
Binding: Paperback
Condition: Very Good
Dust Jacket Condition: No Jacket