Data science in statistics curricula: Preparing students to “think with data”

J Hardin, R Hoerl, NJ Horton, D Nolan… - The American …, 2015 - Taylor & Francis
A growing number of students are completing undergraduate degrees in statistics and
entering the workforce as data analysts. In these positions, they are expected to understand …

A data science course for undergraduates: Thinking with data

B Baumer - The American Statistician, 2015 - Taylor & Francis
Data science is an emerging interdisciplinary field that combines elements of mathematics,
statistics, computer science, and knowledge in a particular application domain for the …

Data science in 2020: Computing, curricula, and challenges for the next 10 years

A Schwab-McCoy, CM Baker… - Journal of Statistics and …, 2021 - Taylor & Francis
In the past 10 years, new data science courses and programs have proliferated at the
collegiate level. As faculty and administrators enter the race to provide data science training …

A guide to teaching data science

SC Hicks, RA Irizarry - The American Statistician, 2018 - Taylor & Francis
Demand for data science education is surging and traditional courses offered by statistics
departments are not meeting the needs of those seeking training. This has led to a number …

Investigating data like a data scientist: Key practices and processes

H LEE, G MOJICA, E THRASHER… - Statistics Education …, 2022 - iase-web.org
With a call for schools to infuse data across the curriculum, many are creating curricula and
examining students' thinking in data-intensive problems. As the discipline of statistics …

A fresh look at introductory data science

M Çetinkaya-Rundel, V Ellison - Journal of Statistics and Data …, 2021 - Taylor & Francis
The proliferation of vast quantities of available datasets that are large and complex in nature
has challenged universities to keep up with the demand for graduates trained in both the …

[PDF][PDF] 50 years of Data Science

D Donoho - URL http://courses. csail. mit. edu/18, 2015 - smallake.kr
More than 50 years ago, John Tukey called for a reformation of academic statistics. In 'The
Future of Data Analysis', he pointed to the existence of an as-yet unrecognized science …

[图书][B] Data science for undergraduates: Opportunities and options

National Academies of Sciences… - 2018 - books.google.com
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 …

50 years of data science

D Donoho - Journal of Computational and Graphical Statistics, 2017 - Taylor & Francis
More than 50 years ago, John Tukey called for a reformation of academic statistics. In “The
Future of Data Analysis,” he pointed to the existence of an as-yet unrecognized science …

Teaching the next generation of statistics students to “think with data”: Special issue on statistics and the undergraduate curriculum

NJ Horton, JS Hardin - The American Statistician, 2015 - Taylor & Francis
The American Statistical Association endorses the value of undergraduate programs in
statistics as a reflection of the increasing importance of the discipline. We expect statistics …