The Data Science Framework: A View from the EDISON Project

Author:   Juan J. Cuadrado-Gallego ,  Yuri Demchenko
Publisher:   Springer Nature Switzerland AG
Edition:   2020 ed.
ISBN:  

9783030510220


Pages:   194
Publication Date:   02 October 2020
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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The Data Science Framework: A View from the EDISON Project


Overview

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 developnew courses in data science, evaluate existing modules and courses, draft job descriptions, and plan and design efficient data-intensive research teams across scientific disciplines.

Full Product Details

Author:   Juan J. Cuadrado-Gallego ,  Yuri Demchenko
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   2020 ed.
Weight:   0.483kg
ISBN:  

9783030510220


ISBN 10:   3030510220
Pages:   194
Publication Date:   02 October 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction to the Data Science Framework.- Data Science Competences.- Data Science Body of Knowledge.- Data Science Curriculum.- Data Science Professional Profiles.- Use Cases and Applications.- App. A, Data Science Related Process Models.

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