Apply Data Science: Introduction, Applications and Projects - Tapa blanda

 
9783658387976: Apply Data Science: Introduction, Applications and Projects
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ISBN 10: 3658387971 ISBN 13: 9783658387976
Editorial: Springer-Verlag GmbH, 2023

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del 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.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer-Verlag GmbH
Año de publicación
2023
Idioma
Inglés
ISBN 10 
3658387971
ISBN 13 
9783658387976
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
245
Editor
Barton Thomas, Müller Christian
Contacto del fabricante
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3,69115 Heidelberg, Germany
Heidelberg
69115
Alemania

Otras ediciones populares con el mismo título

9783658387990: Apply Data Science: Introduction, Applications and Projects

Edición Destacada

ISBN 10:  3658387998 ISBN 13:  9783658387990
Editorial: Springer Vieweg, 2023
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