Apply Data Science
Introduction, Applications and Projects
Published on 1. January 2023
XIII, 232 pages
978-3-658-38798-3 (ISBN)
Description
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.
More details
Series
Edition
1st ed. 2023
Language
English
Place of publication
Wiesbaden
Germany
Publishing group
Springer Fachmedien Wiesbaden GmbH
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XIII, 232 p. 78 illus., 61 illus. in color.
File size
7,15 MB
ISBN-13
978-3-658-38798-3 (9783658387983)
DOI
10.1007/978-3-658-38798-3
Schweitzer Classification
Other editions
Additional editions
Book
01/2023
Springer Vieweg
€53.49
Shipment within 10-15 days
Persons
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.
Content
Introduction.- Introduction to Data Science.- Systems, Tools and Methods.- Applications.
