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One R Markdown Document, Fourteen Demos
R Markdown is a document format based on the R language and Markdown to intermingle computing with narratives in the same document.
Video
Peer review in data science courses
Peer review enables instructors of large data science classes to provide substantive feedback to students beyond what is feasible with standard code review via automated grading and continuous...
Video
Rproject templates to automate and standardize your workflow
Many teams and organizations have tasks and structures that are standard across projects. Lack of consistency and documentation can lead to lost productivity when team members join collaborations...
Video
TidyBlocks: using the language of the Tidyverse in a blocks-based interface
Blocks-based coding environments are a popular way to introduce programming to novices. Instead of typing in code, users click blocks together to create loops, conditionals, and expressions.
Video
Open Source Software for Data Science
Open-source software is fundamentally necessary to ensure that the tools of data science are broadly accessible, and to provide a reliable and trustworthy foundation for reproducible research.