The Data Science Framework
A View from the EDISON Project
Editors: Cuadrado-Gallego, Juan J., Demchenko, Yuri (Eds.)
Free Preview- Consolidates results of EU-funded EDISON project (Education for Data Intensive Science to Open New science frontiers)
- Explains EDSF (EDISON Data Science Framework)
- Can be used to develop new courses in data science, evaluate existing modules and courses, draft job descriptions, and plan and design efficient data-intensive research teams
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- About this book
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This edited book first consolidates the results of the EU-funded EDISON project (Education for Data Intensive Science to Open New science frontiers), which developed training material and information to assist educators, trainers, employers, and research infrastructure managers in identifying, recruiting and inspiring the data science professionals of the future. It then deepens the presentation of the information and knowledge gained to allow for easier assimilation by the reader.
The contributed chapters are presented in sequence, each chapter picking up from the end point of the previous one. After the initial book and project overview, the chapters present the relevant data science competencies and body of knowledge, the model curriculum required to teach the required foundations, profiles of professionals in this domain, and use cases and applications. The text is supported with appendices on related process models.
The book can be used to develop new courses in data science, evaluate existing modules and courses, draft job descriptions, and plan and design efficient data-intensive research teams across scientific disciplines.
- Table of contents (6 chapters)
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Introduction to the Data Science Framework
Pages 1-7
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Data Science Competences
Pages 9-41
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Data Science Body of Knowledge
Pages 43-73
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Data Science Curriculum
Pages 75-108
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Data Science Professional Profiles
Pages 109-134
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Table of contents (6 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- The Data Science Framework
- Book Subtitle
- A View from the EDISON Project
- Editors
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- Juan J. Cuadrado-Gallego
- Yuri Demchenko
- Copyright
- 2020
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-51023-7
- DOI
- 10.1007/978-3-030-51023-7
- Hardcover ISBN
- 978-3-030-51022-0
- Edition Number
- 1
- Number of Pages
- XIV, 194
- Number of Illustrations
- 4 b/w illustrations, 31 illustrations in colour
- Topics
