141 citations · 212 across the 5 of their papers we have counts for
5 papers
Ten simple rules for teaching data science
Tiffany A. Timbers, Mine Çetinkaya-Rundel
Teaching data science presents unique challenges and opportunities that cannot be fully addressed by simply borrowing pedagogical strategies from its parent disciplines of statisti…
Tools and Recommendations for Reproducible Teaching
Mine Dogucu, Mine Cetinkaya-Rundel
It is recommended that teacher-scholars of data science adopt reproducible workflows in their research as scholars and teach reproducible workflows to their students. In this paper…
A fresh look at introductory data science
Mine Çetinkaya-Rundel, Victoria Ellison
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…
Online Statistics Teaching and Learning
Jim Albert, Mine Cetinkaya-Rundel, Jingchen Hu
For statistics courses at all levels, teaching and learning online poses challenges in different aspects. Particular online challenges include how to effectively and interactively…
R Markdown: Integrating A Reproducible Analysis Tool into Introductory Statistics
Ben Baumer, Mine Cetinkaya-Rundel, Andrew Bray +2
Nolan and Temple Lang argue that "the ability to express statistical computations is an essential skill." A key related capacity is the ability to conduct and present data analysis…