Apply Data Science: Introduction, Applications and Projects - Brossura

Brossura

ISBN 10: 3658387971 ISBN 13: 9783658387976

Casa editrice: Vieweg + Teubner Verlag, 2023

Riassunto

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.

Su questo libro

Informazioni sull?autore

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.

Dalla quarta di copertina

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.

Dettagli dell'edizione

• Editore: Vieweg + Teubner Verlag
• Data di pubblicazione: 2023
• Lingua: Inglese
• ISBN 10: 3658387971
• ISBN 13: 9783658387976
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 232
• Redattore: Barton Thomas, Mller Christian
• Contatto del produttore: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Germania