The Data Science Framework: A View from the Edison Project
暫譯: 數據科學框架:來自愛迪生計畫的視角

Cuadrado-Gallego, Juan J., Demchenko, Yuri

  • 出版商: Springer
  • 出版日期: 2020-10-02
  • 售價: $7,160
  • 貴賓價: 9.5$6,802
  • 語言: 英文
  • 頁數: 194
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030510220
  • ISBN-13: 9783030510220
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

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 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.


商品描述(中文翻譯)

這本編輯書首先整合了歐盟資助的EDISON計畫(為數據密集科學教育以開啟新的科學前沿)的成果,該計畫開發了培訓材料和資訊,以協助教育工作者、培訓師、雇主和研究基礎設施管理者識別、招募和激勵未來的數據科學專業人才。接著,書中深入呈現所獲得的資訊和知識,以便讀者更容易吸收。

所貢獻的章節按順序呈現,每個章節都從前一章的結尾開始。在初步的書籍和計畫概述之後,章節介紹了相關的數據科學能力和知識體系、教授所需基礎的模型課程、該領域專業人士的簡介,以及使用案例和應用。文本附有相關流程模型的附錄。

這本書可用於開發新的數據科學課程、評估現有的模組和課程、撰寫職位描述,以及規劃和設計跨科學學科的高效數據密集研究團隊。