Reproducibility in the Classroom
M Dogucu - Annual Review of Statistics and Its Application, 2024 - annualreviews.org
Difficulties in reproducing results from scientific studies have lately been referred to as a
reproducibility crisis. Scientific practice depends heavily on scientific training. What gets …
reproducibility crisis. Scientific practice depends heavily on scientific training. What gets …
Data science in 2020: Computing, curricula, and challenges for the next 10 years
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 …
collegiate level. As faculty and administrators enter the race to provide data science training …
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 …
has challenged universities to keep up with the demand for graduates trained in both the …
A constructivist-based proposal for bioinformatics teaching practices during lockdown
C Gallardo-Alba, B Grüning… - PLoS computational …, 2021 - journals.plos.org
The Coronavirus Disease 2019 (COVID-19) outbreaks have caused universities all across
the globe to close their campuses and forced them to initiate online teaching. This article …
the globe to close their campuses and forced them to initiate online teaching. This article …
Easy-to-use cloud computing for teaching data science
B Kim, G Henke - Journal of Statistics and Data Science Education, 2021 - Taylor & Francis
One of the biggest hurdles of teaching data science and programming techniques to
beginners is simply getting started with the technology. With multiple versions of the same …
beginners is simply getting started with the technology. With multiple versions of the same …
Impersonating chatbots in a code review exercise to teach software engineering best practices
Over the past decade, the use of chatbots for educational purposes has gained considerable
traction. A similar trend has been observed in social coding platforms, where automated …
traction. A similar trend has been observed in social coding platforms, where automated …
The effectiveness of GitHub cloud services for implementing a programming training project: students' point of view
In today's IT industry, it is important to develop the ability of IT students to collaboratively
develop software, professional and personal skills. An effective method for develo** such …
develop software, professional and personal skills. An effective method for develo** such …
Implementing version control with Git and GitHub as a learning objective in statistics and data science courses
A version control system records changes to a file or set of files over time so that changes
can be tracked and specific versions of a file can be recalled later. As such, it is an essential …
can be tracked and specific versions of a file can be recalled later. As such, it is an essential …
Culturally relevant data in teaching statistics and data science courses
T Weiland, I Williams - Journal of Statistics and Data Science …, 2024 - Taylor & Francis
In this article, we consider how to make data more meaningful to students through the choice
of data and the activities we use them in drawing upon students lived experiences more in …
of data and the activities we use them in drawing upon students lived experiences more in …
A collaborative GIS programming course using GitHub Classroom
B Anbaroğlu - Transactions in GIS, 2021 - Wiley Online Library
Geospatial software developers often rely on Git to collaborate with each other and manage
source code in an efficient way. Yet, most GIS programming courses do not prepare students …
source code in an efficient way. Yet, most GIS programming courses do not prepare students …