Organizational Tooling

Lifelong Learning with R Weekly

rstudio::global 2021

Lifelong Learning with R Weekly

January 21, 2021

R Weekly is a weekly newsletter with many great R blogs post, tutorials, and other formats of resources.

How we made the switch: a case study on automating a complex report.

rstudio::global 2021

How we made the switch: a case study on automating a complex report.

January 21, 2021

The Center for Charter Schools at Central Michigan University produces annual reports for about 60 schools.

How reproducible am I? A retrospective on a year of commercial data science projects in R

rstudio::global 2021

How reproducible am I? A retrospective on a year of commercial data science projects in R

January 21, 2021

Reproducibility is a critical aspect in science to enable trust & communication.

How Content Makes the Data Go 'Round

rstudio::global 2021

How Content Makes the Data Go 'Round

January 21, 2021

What makes a successful data science community thrive across industries? A recent Aflac WorkForces Report showed that professionals who are engaged in a community within their industry are 70% more likely to be satisfied with their work.

Custom theming in Shiny & R Markdown with bslib & thematic

rstudio::global 2021

Custom theming in Shiny & R Markdown with bslib & thematic

January 21, 2021

Custom theming in Shiny and R Markdown often requires writing styling rules in both CSS and R. In particular, styles for HTML content (e.g., actionButton(), tabsetPanel(), titlePanel(), etc) derive from Bootstrap CSS, so customization is traditionally done by overwriting that CSS, which is difficult to do 100% correctly.

Not The App We Deserve. The App We Need: Putting a GMP Shiny App into Production

rstudio::global 2021

Not The App We Deserve. The App We Need: Putting a GMP Shiny App into Production

January 21, 2021

In February 2020, the Digital Proactive Process Analytics (DPPA) group within Merck’s manufacturing division officially launched a Shiny app to automate the creation of Continuous Process Verification (CPV) reports into production.

From Zero to Hero: Best practices for setting up Rstudio Team in the Cloud

rstudio::global 2021

From Zero to Hero: Best practices for setting up Rstudio Team in the Cloud

January 21, 2021

Learn best practices for setting up the entire Rstudio team infrastructure - Server Pro, Connect, Package Manager from the perspective of a data scientist and for a data science audience - especially those who have never worked with servers, AWS, or bash.