| 书目名称 | The Data Science Framework | | 副标题 | A View from the EDIS | | 编辑 | Juan J. Cuadrado-Gallego,Yuri Demchenko | | 视频video | | | 概述 | 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 i | | 图书封面 |  | | 描述 | .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.. | | 出版日期 | Book 2020 | | 关键词 | Data Science; Data Analytics; Big Data; Machine Learning; EDISON Project; EDISON Data Science Framework ( | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-51023-7 | | isbn_softcover | 978-3-030-51025-1 | | isbn_ebook | 978-3-030-51023-7 | | copyright | Springer Nature Switzerland AG 2020 |
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发表于 2025-3-21 17:28:11
