Abstract
This article provides an introduction to the topic of applying data science, which appears in the series “Applied Business Informatics”. After a discussion of the terms data science and data scientist, the article presents the contributions that appear in the thematic areas. The starting point is an introduction to the field of data science. This is followed by various articles on systems, tools and methods. One focus of this book is the presentation of concrete applications.
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References
Conway D (2010) The data science venn diagram. http://drewconway.com/zia/2013/3/26/the-data-science-venn-diagram. Accessed: 21. Nov 2022
Malkin G, Parker TL (1993) Request for comments 1392. Internet users’ glossary. https://tools.ietf.org/html/rfc1392. Accessed: 21. Nov 2022
Kauermann G (2019) Data Science – Einige Gedanken aus Sicht eines Statistikers. Informatik Spektrum 42(6):387–393
Weihs C, Ickstadt K (2018) Data science: the impact of statistics. Int J Data Sci Analytics 6:189–194
Gausemeier J, Guggemos M, Kreimeyer A (Hrsg) (2017) Auswahl, Beschreibung, Bewertung und Messung der Schlüsselkompetenzen für das Technologiefeld Data Science. acatec. https://www.acatech.de/wp-content/uploads/2019/02/acatech_NKM_Data_Science_WEB-2.pdf. Accessed: 21. Nov 2022
Cao L (2017) Data science: a comprehensive overview. ACM Comput Surv 50(3): Article 43
Werner MH (2021) Einführung in die Ethik. Metzler. https://doi.org/10.1007/978-3-476-05293-3
Bendel O (2019) 400 Keywords Informationsethik, 2nd edn. Springer Gabler, Wiesbaden
GI (2019) Data Science: Lern- und Ausbildungsinhalte (Arbeitspapier). https://gi.de/fileadmin/GI/Allgemein/PDF/GI_Arbeitspapier_Data-Science_2019-12_01.pdf. Accessed: 21. Nov 2022
Davenport TH, Patil DJ (2012) Data scientist: the sexiest job of the 21st century. Harv Bus Rev 90(5):70–76
The White House (2015) The white house names Dr. DJ Patil as the first U.S. chief data scientist. https://obamawhitehouse.archives.gov/blog/2015/02/18/white-house-names-dr-dj-patil-first-us-chief-data-scientist. Accessed: 21. Nov 2022
Harris HD Murphy SP, Vaisman M (2013) Analyzing the analyzers. O’Reilly Media, Sevastopol
Patil DJ (2011) Building data science teams. O’Reilly Media, Sebastopol
Zhang AX, Muller M, Wang D (2020) How do data science workers collaborate? Roles, workflows, and tools. Proc ACM on Hum-Comput Interact 4(CSCW1):1–23
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Barton, T., Müller, C. (2023). Data Science: From Concept to Application. In: Barton, T., Müller, C. (eds) Apply Data Science. Springer Vieweg, Wiesbaden. https://doi.org/10.1007/978-3-658-38798-3_1
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DOI: https://doi.org/10.1007/978-3-658-38798-3_1
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