Download Data Analytics PDF

TitleData Analytics
Sub TitleModels and Algorithms for Intelligent Data Analysis
AuthorThomas Runkler
CategoryComputer & Programming
LanguageEnglish
Region
TagsData Mining Analysis
ISBN3834825883
Year2012
FormatPDF
Pages140
File Size2.2 MB
Total Download621
Description

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.

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