Apply Data Science: Introduction, Applications and Projects - Softcover

 
9783658387976: Apply Data Science: Introduction, Applications and Projects
Softcover
ISBN 10: 3658387971 ISBN 13: 9783658387976
Publisher: Springer Vieweg, 2023

Synopsis

This book offers an introduction to the topic of data science based on the visual processing of data. It deals with ethical considerations in the digital transformation and presents a process framework for the evaluation of technologies. It also explains special features and findings on the failure of data science projects and presents recommendation systems in consideration of current developments. Machine learning functionality in business analytics tools is compared and the use of a process model for data science is shown.
The integration of renewable energies using the example of photovoltaic systems, more efficient use of thermal energy, scientific literature evaluation, customer satisfaction in the automotive industry and a framework for the analysis of vehicle data serve as application examples for the concrete use of data science. The book offers important information that is just as relevant for practitioners as for students and teachers.

"synopsis" may belong to another edition of this title.

About the Author

Prof. Dr Thomas Barton is a professor at Worms University of Applied Sciences. His focus is on the development of operational applications, e-business, cloud computing and data science.
Prof. Dr Christian Müller is a professor at the Technical University of Wildau. His focus is on operations research, simulation of business processes and internet technologies.

From the Back Cover

This book offers an introduction to the topic of data science based on the visual processing of data. It deals with ethical considerations in the digital transformation and presents a process framework for the evaluation of technologies. It also explains special features and findings on the failure of data science projects and presents recommendation systems in consideration of current developments. Machine learning functionality in business analytics tools is compared and the use of a process model for data science is shown.
The integration of renewable energies using the example of photovoltaic systems, more efficient use of thermal energy, scientific literature evaluation, customer satisfaction in the automotive industry and a framework for the analysis of vehicle data serve as application examples for the concrete use of data science. The book offers important information that is just as relevant for practitioners as for students and teachers.

The Content
  • Introduction to Data Science
  • Systems, tools and methods
  • Applications
The target groups
  • IT consultants and management consultants
  • Project managers and project staff
  • Students and teachers of business informatics, computer science and business administration
The editors
Prof. Dr Thomas Barton is a professor at Worms University of Applied Sciences. His focus is on the development of operational applications, e-business, cloud computing and data science.
Prof. Dr Christian Müller is a professor at the Technical University of Wildau. His focus is on operations research, simulation of business processes and internet technologies.

"About this title" may belong to another edition of this title.

Publisher
Springer Vieweg
Publication date
2023
Language
English
ISBN 10 
3658387971
ISBN 13 
9783658387976
Binding
Paperback
Edition number
1
Number of pages
245
Editor
Barton Thomas, Müller Christian

Other Popular Editions of the Same Title

9783658387990: Apply Data Science: Introduction, Applications and Projects

Featured Edition

ISBN 10:  3658387998 ISBN 13:  9783658387990
Publisher: Springer Vieweg, 2023
Softcover