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rstudio::global 2021 talks
RStudio's 2021 virtual conference featured 50+ speakers from around the world.
RStudio's 2021 virtual conference featured 50+ speakers from around the world, live Q&As, and social times for the 12,000 attendees to connect. We are so thankful to all that attended and added their insights via text, video, and Twitter chats.
The live Q&As have been added to the talk pages below!
Maintaining the house the tidyverse built
Your public garden
Reporting on and visualising the pandemic
Cognitive speed: How the Tidyverse helped the British Red Cross respond quickly to COVID-19
Humanitarian Data Science with R
rKenyaCensus Package
The Opioid Files: Turning big pharmacy data over to the public
Bringing the Tidyverse to Python with Siuba
R & Python: Going Steady
The dynamic duo: SQL & R
Using pins with Python and JavaScript
Aesthetically automated figure production
Always look on the bright side of plots
Art Lessons: One Year as RStudio’s Artist-in-Residence
Starting an R Book Club: Cooking Up Friendships in Isolation
Using R to Up Your Experimentation Game
What's new in tidymodels?
Fairness and Data Science: Failures, Factors, and Futures
Categorical Embeddings: New Ways to Simplify Complex Data
How I became a Data Composer – examples of simulated datasets that bring value to a data-driven company
tidymodels/stacks, Or, In Preparation for Pesto: A Grammar for Stacked Ensemble Modeling
With more learning occurring virtually or in hybrid mode, hands-on ways to remotely teach DS are invaluable.
From Zero to Hero: Best practices for setting up Rstudio Team in the Cloud
Not The App We Deserve. The App We Need: Putting a GMP Shiny App into Production
Custom theming in Shiny & R Markdown with bslib & thematic
How Content Makes the Data Go 'Round
How reproducible am I? A retrospective on a year of commercial data science projects in R
How we made the switch: a case study on automating a complex report.
Lifelong Learning with R Weekly
oRganization: How to make internal R packages part of your team
Monitoring health and impact of open-source projects
You're Already Ready: Zen and the Art of R Package Development
Make a package - Make some friends
The Power of Great Datasets
Towards an integrated {verse}: lessons learned developing a library of validated packages
Using formr to create R-powered surveys with individualized feedback
Bigger Data With Ease Using Apache Arrow
Introducing xrprof: A New Way to Profile R
plumber + future: Async Web APIs
xaringan Playground: Using xaringan to learn web development
Designing Randomized Studies using Shiny
Easy larger-than-RAM data manipulation with {disk.frame}
Making Shiny apps faster with caching
parsermd - parsing R Markdown for fun and profit
Feedback at scale
How to do things with words: learning to program in R with a "communicative approach"
Making the jump from learning to applying: R training and documentation for different levels of expertise
On programming, teaching, and building interactive tutorials with learnr
A New Paradigm for Multifigure Coordinate-Based Plotting in R
Accessible Data Science Beyond Visual Models: Non-Visual Interactions with R and RStudio Packages
Trial and Error in Data Viz at the ACLU
Your R is My R too: Reflections on creating the Mi-R community
An easy and friendly way to build your multilingual website
Making .pot-ery with R: Translations in R Packages
Racial Equity Dashboard: Unpacking Systemic Inequity
