Data science for undergraduates : opportunities and options
著者
書誌事項
Data science for undergraduates : opportunities and options
（Consensus study report）
The National Academies Press, c2018 , ill. ; 23 cm
- : pbk
注記
"A consensus study report of The National Academies of Sciences, Engineering, Medicine"
Includes bibliographical references
内容説明・目次
内容説明
Data science is emerging as a field that is revolutionizing science and industries alike. Work across nearly all domains is becoming more data driven, affecting both the jobs that are available and the skills that are required. As more data and ways of analyzing them become available, more aspects of the economy, society, and daily life will become dependent on data. It is imperative that educators, administrators, and students begin today to consider how to best prepare for and keep pace with this data-driven era of tomorrow. Undergraduate teaching, in particular, offers a critical link in offering more data science exposure to students and expanding the supply of data science talent.
Data Science for Undergraduates: Opportunities and Options offers a vision for the emerging discipline of data science at the undergraduate level. This report outlines some considerations and approaches for academic institutions and others in the broader data science communities to help guide the ongoing transformation of this field.
Table of Contents
Front Matter
Summary
1 Introduction
2 Knowledge for Data Scientists
3 Data Science Education
4 Starting a Data Science Program
5 Evolution and Evaluation
6 Conclusions
Appendixes
Appendix A: Biographies of the Committee
Appendix B: Meetings and Presentations
Appendix C: Contributing Individuals
Appendix D: Data Science Oath
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