Data Analytics Models and Algorithms for Intelligent Data Analysis /

• Main Author: Runkler, Thomas A. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Wiesbaden : Springer Fachmedien Wiesbaden : Imprint: Springer Vieweg, 2016.
• Edition: 2nd ed. 2016.
• Subjects: Computer science.; Data structures (Computer science).; Data mining.; Computer Science.; Data Mining and Knowledge Discovery.; Data Structures.

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. T...

Table of Contents:

• Data Analytics
• Data and Relations
• Data Preprocessing
• Data Visualization
• Correlation
• Regression
• Forecasting
• Classification
• Clustering.