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portada Apply Data Science. Introduction, Applications and Projects
Type
Physical Book
Publisher
Author
Year
2023
Language
English
Pages
250
Format
Paperback
Dimensions
24.4x17x1.3 cm
ISBN13
9783658387990

Apply Data Science. Introduction, Applications and Projects

Thomas Barton;Christian Müller (Author) · Springer Vieweg · Paperback

Apply Data Science. Introduction, Applications and Projects - Thomas Barton;Christian Müller

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Synopsis "Apply Data Science. Introduction, Applications and Projects"

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.

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