Apply Data Science: Introduction, Applications and Projects - Softcover

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

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

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.

Von der hinteren Coverseite

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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer Vieweg
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
3658387971
ISBN 13 
9783658387976
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
245
Herausgeber
Barton Thomas, Müller Christian
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783658387990: Apply Data Science: Introduction, Applications and Projects

Vorgestellte Ausgabe

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