Anzeige
Erschienen in:
2023 | OriginalPaper | Buchkapitel
8. Data Science as a Research Method
verfasst von : Orit Hazzan, Koby Mike
Erschienen in: Guide to Teaching Data Science
Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.
Wählen Sie Textabschnitte aus um mit Künstlicher Intelligenz passenden Patente zu finden. powered by
Markieren Sie Textabschnitte, um KI-gestützt weitere passende Inhalte zu finden. powered by
Abstract
In this chapter, we focus on the challenges that emerge from the fact that data science is also a research method. First, we describe the essence of the research process that data science inspires (Sect. 8.2). Then, Sect. 8.3 presents examples of cognitive, organizational, and technological skills which are important for coping with the challenge of data science as a research method, and Sect. 8.4 highlights pedagogical methods for coping with it. In the conclusion of this chapter (Sect. 8.5), we review, from an interdisciplinary perspective, the skills required to perform data science research. The discussions about data science skills in this chapter and in Chap. 11 are especially important today due to the increasing awareness that scientists and engineers, in general, and data scientists, in particular, should acquire professional skills, in addition to disciplinary and technical knowledge.