Curriculum Guidelines for Undergraduate Programs in Data Science

被引：120

作者：

De Veaux, Richard D. ^{[1
]}

Agarwal, Mahesh ^{[2
]}

Averett, Maia ^{[3
]}

Baumer, Benjamin S. ^{[4
]}

Bray, Andrew ^{[5
]}

Bressoud, Thomas C. ^{[6
]}

Bryant, Lance ^{[7
]}

Cheng, Lei Z. ^{[8
]}

Francis, Amanda ^{[9
]}

Gould, Robert ^{[10
]}

Kim, Albert Y. ^{[11
]}

Kretchmar, Matt ^{[6
]}

Lu, Qin ^{[12
]}

Moskol, Ann ^{[13
]}

Nolan, Deborah ^{[14
]}

Pelayo, Roberto ^{[15
]}

Raleigh, Sean ^{[16
]}

Sethi, Ricky J. ^{[17
]}

Sondjaja, Mutiara ^{[18
]}

Tiruviluamala, Neelesh ^{[19
]}

Uhlig, Paul X. ^{[20
]}

Washington, Talitha M. ^{[21
]}

Wesley, Curtis L. ^{[22
]}

White, David ^{[6
]}

Ye, Ping ^{[23
]}

机构：

[1] Williams Coll, Dept Math & Stat, Williamstown, MA 01267 USA

[2] Univ Michigan, Dept Math & Stat, Dearborn, MI 48128 USA

[3] Mills Coll, Dept Math & Comp Sci, Oakland, CA 94613 USA

[4] Smith Coll, Dept Stat & Data Sci, Northampton, MA 01063 USA

[5] Reed Coll, Dept Math, Portland, OR 97202 USA

[6] Denison Univ, Dept Math & Comp Sci, Granville, OH 43023 USA

[7] Shippensburg Univ, Dept Math, Shippensburg, PA 17257 USA

[8] Olivet Nazarene Univ, Dept Math, Bourbonnais, IL 60914 USA

[9] Brigham Young Univ, Dept Math, Provo, UT 84601 USA

[10] Univ Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA

[11] Middlebury Coll, Dept Math, Middlebury, VT 05753 USA

[12] Lafayette Coll, Dept Math, Easton, PA 18042 USA

[13] Rhode Isl Coll, Dept Math & Comp Sci, Providence, RI 02908 USA

[14] Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA

[15] Univ Hawaii, Dept Math, Hilo, HI 96720 USA

[16] Westminster Coll, Dept Math, Salt Lake City, UT 84105 USA

[17] Fitchburg State Univ, Dept Comp Sci, Fitchburg, MA 01420 USA

[18] NYU, Dept Math, 550 1St Ave, New York, NY 10012 USA

[19] Univ Southern Calif, Dept Math, Los Angeles, CA 90089 USA

[20] St Marys Univ, Dept Math, San Antonio, TX 78228 USA

[21] Howard Univ, Dept Math, Washington, DC 20059 USA

[22] LeTourneau Univ, Dept Math, Longview, TX 75602 USA

[23] Univ North Georgia, Dept Math, Oakwood, GA 30566 USA

来源：

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 4 | 2017年 / 4卷

基金：

美国国家科学基金会;

关键词：

curriculum; statistics education; computer science education; THINKING;

D O I：

10.1146/annurev-statistics-060116-053930

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

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.

引用

页码：15 / 30

页数：16

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