Curriculum Guidelines for Undergraduate Programs in Data Science-Reference-Cited by-同舟云学术

Curriculum Guidelines for Undergraduate Programs in Data Science

Published:2017-03-07 Issue:1 Volume:4 Page:15-30
ISSN:2326-8298
Container-title:Annual Review of Statistics and Its Application
language:en
Short-container-title:Annu. Rev. Stat. Appl.

Author:

De Veaux Richard D.¹,Agarwal Mahesh²,Averett Maia³,Baumer Benjamin S.⁴,Bray Andrew⁵,Bressoud Thomas C.⁶,Bryant Lance⁷,Cheng Lei Z.⁸,Francis Amanda⁹,Gould Robert¹⁰,Kim Albert Y.¹¹,Kretchmar Matt⁶,Lu Qin¹²,Moskol Ann¹³,Nolan Deborah¹⁴,Pelayo Roberto¹⁵,Raleigh Sean¹⁶,Sethi Ricky J.¹⁷,Sondjaja Mutiara¹⁸,Tiruviluamala Neelesh¹⁹,Uhlig Paul X.²⁰,Washington Talitha M.²¹,Wesley Curtis L.²²,White David⁶,Ye Ping²³

Affiliation:

1. Department of Mathematics and Statistics, Williams College, Williamstown, Massachusetts 01267

2. Department of Mathematics and Statistics, University of Michigan, Dearborn, Michigan 48128-2406

3. Department of Mathematics and Computer Science, Mills College, Oakland, California 94613

4. Department of Statistical & Data Sciences, Smith College, Northampton, Massachusetts 01063

5. Department of Mathematics, Reed College, Portland, Oregon 97202

6. Department of Mathematics and Computer Science, Denison University, Granville, Ohio 43023

7. Department of Mathematics, Shippensburg University, Shippensburg, Pennsylvania 17257

8. Department of Mathematics, Olivet Nazarene University, Bourbonnais, Illinois 60914

9. Department of Mathematics, Brigham Young University, Provo, Utah 84601

10. Department of Statistics, University of California, Los Angeles, Los Angeles, California 90095-1554

11. Department of Mathematics, Middlebury College, Middlebury, Vermont 05753

12. Department of Mathematics, Lafayette College, Easton, Pennsylvania 18042-1780

13. Department of Mathematics and Computer Science, Rhode Island College, Providence, Rhode Island 02908

14. Department of Statistics, University of California, Berkeley, California 94720

15. Department of Mathematics, University of Hawaii, Hilo, Hawaii 96720-4091

16. Department of Mathematics, Westminster College, Salt Lake City, Utah 84105

17. Department of Computer Science, Fitchburg State University, Fitchburg, Massachusetts 01420

18. Department of Mathematics, New York University, New York, New York 10012

19. Department of Mathematics, University of Southern California, Los Angeles, California 90089

20. Department of Mathematics, St. Mary's University, San Antonio, Texas 78228

21. Department of Mathematics, Howard University, Washington, DC 20059

22. Department of Mathematics, LeTourneau University, Longview, Texas 75602

23. Department of Mathematics, University of North Georgia, Oakwood, Georgia 30566

Abstract

The Park City Math Institute 2016 Summer Undergraduate Faculty Program met for the purpose of composing guidelines for undergraduate programs in data science. The group consisted of 25 undergraduate faculty from a variety of institutions in the United States, primarily from the disciplines of mathematics, statistics, and computer science. These guidelines are meant to provide some structure for institutions planning for or revising a major in data science.

Publisher

Annual Reviews

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Link

https://www.annualreviews.org/doi/pdf/10.1146/annurev-statistics-060116-053930

Cited by 148 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Building Ramps and Pathways to Data Science in K-12, Minority-Serving Institutions, and Two-Year Colleges;Scatterplot;2024-09-04

2. Mapping the Landscape of Data Science Education in Higher General Education in Taiwan: A Comprehensive Syllabi Analysis;Education Sciences;2024-07-12

3. Assessment and Continuous Improvement of an Undergraduate Data Science Program;The American Statistician;2024-07-08

4. Using Grayscale Photos to Introduce High School Statistics Teachers to Reasoning with Digital Image Data;Journal of Statistics and Data Science Education;2024-06-12

5. Developing Standards for Educational Datasets by School Level: A Framework for Sustainable K-12 Education;Sustainability;2024-06-10