Links to slides from rstudio::conf 2020
Links to slides to talks at the 2020
rstudio::conf
Pull requests welcome! Or add an issue, or tweet
@Emil_Hvitfeldt .
Workshops Material
All the workshop material is located in the Github Organzation rstudio::conf 2020 .
RStudio Instructor Training , Greg Wilson gvwilson .
Modern Geospatial Data Analysis , Zev Ross zevross .
RStudio Team system administration , Andrie de Vries revoandrie .
R Markdown and Interactive Dashboards , Carl Howe cdhowe and Yihui Xie xieyihui .
Introduction to Data Science in the Tidyverse , Amelia McNamara AmeliaMN and Hadley Wickham hadleywickham .
My Organization's First R Package , Rich Iannone riannone and Malcolm Barrett malco_barrett .
Deep Learning with Keras and TensorFlow in R , Bradley Boehmke bradleyboehmke .
Shiny From Start To Finish , Danny Kaplan.
Introduction to Machine Learning with the Tidyverse , Alison Hill apreshill and Garrett Grolemund StatGarrett .
JavaScript for Shiny Users , Garrick Aden-Buie grrrck .
R for Excel Users , Julia Lowndes juliesquid and Allison Horst allison_horst .
Building Tidy Tools , Charlotte Wickham CVWickham and Hadley Wickham hadleywickham .
A Practical Introduction to Data Visualization with ggplot2 , Kieran Healy kjhealy .
Text Mining with Tidy Data Principles , Julia Silge juliasilge .
Tidy Time Series and Forecasting in R , Rob J Hyndman robjhyndman .
Applied Machine Learning , Max Kuhn topepos and Davis Vaughan dvaughan32 .
What They Forgot to Teach You about R , Kara Woo kara_woo , Jenny Bryan JennyBryan , and Jim Hester jimhester_ .
Designing the Data Science Classroom , Mine Çetinkaya-Runde minebocek .
Big Data with R , Edgar Ruiz theotheredgar and James Blair Blair09M .
Wednesday 2019-01-29
Welcome
9:00 Keynote
🌟 : Open Source Software For Data Science
🔈 : JJ Allaire @fly_upside_down
🔗 :
📜 : revealjs
🎥 :
10:00 Keynote
🌟 : Data, Visualization, And Designing With AI
🔈 : Fernanda Viegas, Martin Wattenberg
🔗 : People + AI Guidebook
📜 :
🎥 :
11:30 Session 1, Track 1: Case Study
🌟 : Case Studies In Customer Succes
🔈 : Katie Masiello
🔗 :
📜 :
🎥 :
🌟 : How Vibrant Emotional Health Connected Siloed Data Sources And Streamlined Reporting Using R
🔈 : Sean Murphy
🔗 :
📜 :
🎥 :
🌟 : Building A New Data Science Pipeline For The FT With RStudio Connect
🔈 : George Kastrinakis
🔗 :
📜 :
🎥 :
🌟 : How To Win An AI Hackathon, Without Using AI
🔈 : Colin Gillespie csgillespie .
🔗 :
📜 :
🎥 :
11:30 Session 1, Track 2: Education
🌟 : Meet You Where You R
🔈 : Lauren Chadwick
🔗 :
📜 :
🎥 :
🌟 : Data Science Education In 2022
🔈 : Carl Howe cdhowe , Greg Wilson gvwilson
🔗 :
📜 :
🎥 :
🌟 : Data Science Education As An Economic And Public Health Intervention In East Baltimore
🔈 : Jeff Leek jtleek
🔗 :
📜 :
🎥 :
🌟 : Of Teacups, Giraffes, & R Markdown
🔈 : Desiree De Leon dcossyle
🔗 : web
📜 :
🎥 :
11:30 Session 1, Track 3: Production
🌟 : Deploying End-To-End Data Science With Shiny, Plumber, And Pins
🔈 : Alex Gold alexkgold
🔗 :
📜 :
🎥 :
🌟 : We’re Hitting R A Million Times A Day So We Made A Talk About It
🔈 : Heather Nolis heatherklus , Jacqueline Nolis skyetetra
🔗 : Put R in Prod
📜 : pdf
🎥 :
🌟 : Growth Hacking With R - Product Analytics At Scale Using R And RStudio
🔈 : Andrew Mangano
🔗 :
📜 :
🎥 :
🌟 : Practical Plumber Patterns
🔈 : James Blair
🔗 : blairj09/ppp
📜 :
🎥 :
11:30 Session 1, Track 4: Programming
🌟 : Simplified Data Quality Monitoring Of Dynamic Longitudinal Data: A Functional Programming Approach
🔈 : Jacqueline Gutman dynamicdataduo
🔗 :
📜 : pdf
🎥 :
🌟 : Vctrs: Creating Custom Vector Classes With The Vctrs Package
🔈 : Jesse Sadler vivalosburros
🔗 :
📜 : pdf
🎥 :
🌟 : Asynchronous Programming In R
🔈 : Winston Chang winston_chang
🔗 :
📜 :
🎥 :
🌟 : Azure Pipelines And GitHub Actions
🔈 : Jim Hester jimhester_
🔗 :
📜 : speakerdeck
🎥 :
14:15 Session 2, Track 1: Community
🌟 : If You Build It, They Will Come...But Then What? Facilitating Communities Of Practice In R
🔈 : Kate Hertweck k8hert
🔗 :
📜 : slideshare
🎥 :
🌟 : Embracing R In The Geospatial Community
🔈 : Tina Cormier TinaACormier
🔗 :
📜 :
🎥 :
🌟 : The Development Of "Datos" Package For The R4DS Spanish Translation
🔈 : Riva Quiroga rivaquiroga
🔗 :
📜 :
🎥 :
🌟 : R: Then And Now
🔈 : Jared Lander jaredlander
🔗 :
📜 :
🎥 :
14:15 Session 2, Track 2: Finance
🌟 : 15 Years Of R In Quantitative Finance
🔈 : Brandon Farr
🔗 :
📜 :
🎥 :
🌟 : Deep Learning Extraction For Counterparty Risk Signals From A Corpus Of Millions Of Documents
🔈 : Moody Hadi
🔗 :
📜 :
🎥 :
🌟 : Rpanda Trading Simulation - From An Idea To A Multi-User Shiny App
🔈 : Nima Safaian
🔗 :
📜 :
🎥 :
🌟 : The Good, The Bad And The Ugly: What I Learned While Consulting Across The Business As A Data Scientist
🔈 : Ben Barnard
🔗 :
📜 :
🎥 :
14:15 Session 2, Track 3: Interface
🌟 : Accelerating Analytics With Apache Arrow
🔈 : Neal Richardson enpiar
🔗 :
📜 : xaringan
🎥 :
🌟 : Updates On Spark, MLflow, And The Broader ML Ecosystem
🔈 : Javier Luraschi javierluraschi
🔗 :
📜 : rpubs
🎥 :
🌟 : What's New In TensorFlow For R
🔈 : Daniel Falbel dfalbel
🔗 :
📜 : xaringan
🎥 :
🌟 : Deep Learning With R
🔈 : Paige Bailey DynamicWebPaige
🔗 :
📜 :
🎥 :
14:15 Session 2, Track 4: Shiny
🌟 : Production-Grade Shiny Apps With Golem
🔈 : Colin Fay _ColinFay
🔗 : GitHub | golem: A Framework for Buildilng Robust Sniny Apps
📜 : speakerdeck
🎥 :
🌟 : Making The Shiny Contest
🔈 : Mine Çetinkaya-Rundel minebocek
🔗 :
📜 :
🎥 :
🌟 : Styling Shiny Apps With Sass And Bootstrap 4
🔈 : Joe Cheng jcheng
🔗 :
📜 : speakerdeck
🎥 :
🌟 : Reproducible Shiny Apps With Shinymeta
🔈 : Carson Sievert cpsievert
🔗 : keynote
📜 : pdf
🎥 :
16:00 Session 3, Track 1: Case Study
🌟 : Journalism With RStudio, R, And The Tidyverse
🔈 : Larry Fenn
🔗 :
📜 :
🎥 :
🌟 : Putting The Fun In Functional Data: A Tidy Pipeline To Identify Routes In NFL Tracking Data
🔈 : Dani Chu chuurveg
🔗 : project
📜 : google slides
🎥 :
🌟 : R + Tidyverse In Sports
🔈 : Namita Nandakumar
🔗 :
📜 : google slides
🎥 :
🌟 : Making Better Spaghetti (Plots): Exploring The Individuals In Longitudinal Data With The Brolgar Pac
🔈 : Nicholas Tierney nj_tierney
🔗 : github.com/njtierney/rstudioconf20
📜 : xaringan
🎥 :
16:00 Session 3, Track 2: Learning And Using R
🌟 : Flipbooks
🔈 : Evangeline Reynolds
🔗 :
📜 :
🎥 :
🌟 : Learning R With Humorous Side Projects
🔈 : Ryan Timpe ryantimpe
🔗 : http://www.ryantimpe.com/post/rstudio/
📜 : pdf
🎥 :
🌟 : Toward A Grammar Of Psychological Experiments
🔈 : Danielle Navarro djnavarro
🔗 :
📜 : slides.com
🎥 :
🌟 : R For Graphical Clinical Trial Reporting
🔈 : Frank Harrell f2harrell
🔗 : https://www.fharrell.com/talk/rstudio20/
📜 : ioslides
🎥 :
16:00 Session 3, Track 3: Pharma
🌟 : Approaches To Assay Processing Package Validation
🔈 : Ellis Hughes ellis_hughes
🔗 : thebioengineer/validation
📜 : sidescroller
🎥 :
🌟 : Building A Native IPad Dashboard Using Plumber And RStudio Connect In Pharma
🔈 : Aymen Waqar
🔗 :
📜 :
🎥 :
🌟 : FlatironKitchen: How We Overhauled A Frankensteinian SQL Workflow With The Tidyverse
🔈 : Nathaniel Phillips
🔗 :
📜 :
🎥 :
🌟 : Using R To Create Reproducible Engineering Test Reports
🔈 : Ana Alyeska Santos, Braulio Cuandon
🔗 :
📜 :
🎥 :
16:00 Session 3, Track 4: Programming
🌟 : Getting Things Logged
🔈 : Gergely Daroczi daroczig
🔗 : daroczig/logger
📜 : reveal
🎥 :
🌟 : Technical Debt Is A Social Problem
🔈 : Gordon Shotwell gshotwell
🔗 :
📜 : xaringan
🎥 :
🌟 : Parallel Computing With R Using Foreach, Future, And Other Packages
🔈 : Bryan Lewis
🔗 :
📜 :
🎥 :
🌟 : Future: Simple Async, Parallel & Distributed Processing In R - What's Next?
🔈 : Henrik Bengtsson henrikbengtsson
🔗 : https://www.jottr.org/2020/02/01/future-rstudioconf2020-slides/
📜 : google slides
🎥 :
Thursday 2019-01-30
9:00 Keynote
🌟 : Object Of Type ‘Closure’ Is Not Subsettable
🔈 : Jenny Bryan JennyBryan
🔗 : jennybc/debugging
📜 : speakerdeck pdf
🎥 :
10:30 Session 1, Track 1: Communication
🌟 : Branding And Packaging Reports With R Markdown
🔈 : Jake Thompson
🔗 : wjakethompson
📜 : pdf
🎥 :
🌟 : Don’t Repeat Yourself, Talk To Yourself! Repeated Reporting In The R Universe.
🔈 : Sharla Gelfand sharlagelfand
🔗 :
📜 : xaringan
🎥 :
🌟 : How Rmarkdown Changed My Life
🔈 : Rob Hyndman robjhyndman
🔗 :
📜 : pdf
🎥 :
🌟 : One R Markdown Document, Fourteen Demos
🔈 : Yihui Xie xieyihui
🔗 :
📜 :
🎥 :
10:30 Session 1, Track 2: Medicine
🌟 : Building A Medical Device With R
🔈 : Ron Keizer ronpirana
🔗 :
📜 :
🎥 :
🌟 : Development Of A Web-Based Clinical Decision Support Application For Platelet Transfusion Management
🔈 : Justin Juskewitch
🔗 :
📜 :
🎥 :
🌟 : Forecasting Platelet Blood Bag Demand To Reduce Inventory Wastage At The Stanford Blood Center
🔈 : Qian Zhao
🔗 :
📜 :
🎥 :
🌟 : Shiny New Things: Using R To Bridge The Gap In EMR Reporting
🔈 : Brendan Graham
🔗 :
📜 :
🎥 :
10:30 Session 1, Track 3: Visualization
🌟 : The Glamour Of Graphics
🔈 : William Chase W_R_Chase
🔗 :
📜 : Keynote
🎥 :
🌟 : 3D Ggplots With Rayshader
🔈 : Tyler Morgan-Wall tylermorganwall
🔗 :
📜 : https://tylermw.com/presentations/rstudio2020/assets/player/KeynoteDHTMLPlayer.html
🎥 :
🌟 : Designing Effective Visualizations
🔈 : Miriah Meyer miriah_meyer
🔗 :
📜 :
🎥 :
🌟 : Tidyverse 2019-2020
🔈 : Hadley Wickham hadleywickham
🔗 :
📜 :
🎥 :
10:30 Session 1, Track 4: Workflow
🌟 : RMarkdown Driven Development
🔈 : Emily Riederer EmilyRiederer
🔗 : https://emilyriederer.netlify.com/post/rmddd-tech-appendix/
📜 : slideshare
🎥 :
🌟 : Renv: Project Environments To R
🔈 : Kevin Ushey kevin_ushey
🔗 :
📜 : xaringan
🎥 :
🌟 : RStudio 1.3 Sneak Preview
🔈 : Jonathan McPherson
🔗 :
📜 : speakerdeck
🎥 :
🌟 : Using Jupyter With RStudio Server Pro
🔈 : Karl Feinauer
🔗 :
📜 :
🎥 :
13:00 Session 2, Track 1: ggplot2
🌟 : Best Practices For Programming With Ggplot2
🔈 : Dewey Dunnington paleolimbot
🔗 : paleolimbot/rstudioconf2020
📜 : xaringan
🎥 :
🌟 : Spruce Up Your Ggplot2 Visualizations With Formatted Text
🔈 : Claus Wilke ClausWilke
🔗 :
📜 : slideshare
🎥 :
🌟 : The Little Package That Could: Taking Visualizations To The Next Level With The Scales Package
🔈 : Dana Seidel dpseidel
🔗 :
📜 : xaringan
🎥 :
🌟 : Extending Your Ability To Extend Ggplot2
🔈 : Thomas Lin Pedersen thomasp85
🔗 :
📜 : keynote
🎥 :
13:00 Session 2, Track 2: Modeling
🌟 : MLOps For R With Azure Machine Learning
🔈 : David Smith revodavid
🔗 : revodavid/mlops-r
📜 : pdf
🎥 :
🌟 : Totally Tidy Tuning Techniques
🔈 : Max Kuhn topepos
🔗 :
📜 :
🎥 :
🌟 : Neural Networks For Longitudinal Data Analysis
🔈 : Sydeaka Watson
🔗 :
📜 :
🎥 :
🌟 : Stochastic Block Models With R: Statistically Rigerous Clusting With Rigorous Code
🔈 : Nick Strayer NicholasStrayer
🔗 :
📜 : xaringan
🎥 :
13:00 Session 2, Track 3: Organizational Thinking
🌟 : Small Team, Big Value: Using R To Design Visualizations
🔈 : Ian Lyttle ijlyttle
🔗 :
📜 :
🎥 :
🌟 : UnicoRns Are Real
🔈 : Travis Gerke travisgerke
🔗 : tgerke/unicoRns-are-real
📜 : xaringan
🎥 :
🌟 : Data Science In Meatspace
🔈 : Ben-Joaquin Gouverneur
🔗 :
📜 :
🎥 :
🌟 : Value In Data Science Beyond Models In Production
🔈 : Eduardo Ariño De La Rubia
🔗 :
📜 :
🎥 :
13:00 Session 2, Track 4: Programming
🌟 : Auto-Magic Package Development: Building An R API For Building Vega-Lite Specs
🔈 : Alicia Schep AliciaSchep
🔗 :
📜 : google docs
🎥 :
🌟 : Bridging The Gap Between SQL And R: Introducing Queryparser And Tidyquery
🔈 : Ian Cook ianmcook
🔗 : https://github.com/ianmcook/rstudioconf2020
📜 : pdf
🎥 :
🌟 : List-Columns In Data.Table: Reducing The Cognitive And Computational Burden When Working With Comple
🔈 : Tyson Barrett healthandstats
🔗 :
📜 : pdf
🎥 :
🌟 : Advances In Tidyeval
🔈 : Lionel Henry _lionelhenry
🔗 :
📜 : speakerdeck
🎥 :
13:00 Lightning Talks
🌟 : Livecode: Broadcast Your Live Coding Sessions From And To RStudio
🔈 : Colin Rundel rundel
🔗 : rundel/Presentations
📜 : xaringan
🎥 :
🌟 : A High School Student’s Journey To Bring R Into The Classroom.
🔈 : Jay Campanell
🔗 :
📜 :
🎥 :
🌟 : Becoming An R Blogger
🔈 : Rebecca Barter rlbarter
🔗 : rlbarter/rstudio-conf-2020-blogger-slides
📜 : pdf
🎥 :
🌟 : Data Science For Software Engineers: Busting Software Myths With R
🔈 : Yim Register yimregister
🔗 :
📜 :
🎥 :
🌟 : Learn To Teach, For Goodness Sake.
🔈 : Mike K Smith MikeKSmith
🔗 : MikeKSmith/RStudioConf2020
📜 : pdf
🎥 :
🌟 : Learning By Teaching: Mentoring At The R4DS Online Learning Community
🔈 : Jon Harmon JonTheGeek
🔗 :
📜 : bit.ly/r4dsrstudio2020
🎥 :
🌟 : Every Voice Matters: An Analysis Of @WeAreRLadies
🔈 : Katherine Simeon
🔗 : katherinesimeon/WeAReRLadies-text-data
📜 :
🎥 :
🌟 : Lessons About R I Learned From My Cat
🔈 : Amanda Gadrow ajmcoqui
🔗 :
📜 :
🎥 :
🌟 : TidyBlocks: Using The Language Of The Tidyverse In A Blocks-Based Interface
🔈 : Maya Gans Mayacelium
🔗 :
📜 : vimeo
🎥 :
🌟 : Making A Tidy Dress
🔈 : Amelia McNamara AmeliaMN
🔗 : http://amelia.mn/MakingATidyDress.pdf
📜 :
🎥 :
🌟 : Datasets In Reproducible Research With 'Pins'
🔈 : Javier Luraschi javierluraschi
🔗 :
📜 : rpubs
🎥 :
🌟 : Course Material Creation In The R Ecosystem
🔈 : Kelly Bodwin KellyBodwin
🔗 :
📜 :
🎥 :
🌟 : Mexican Electoral Quick Count Night With R
🔈 : Maria Ortiz Mancera
🔗 :
📜 :
🎥 :
🌟 : Rproject Templates To Automate And Standardize Your Workflow
🔈 : Caroline Ledbetter
🔗 : netlify
📜 :
🎥 :
🌟 : Sound Annotation With Shiny And Wavesurfer
:🔈 :: Athos Damiani athos_damiani
🔗 : athospd.github.io/rstudio-conf-2020
📜 :
🎥 :
🌟 : Peer Review In Data Science Courses
:🔈 :: Therese Anders thereanders
🔗 :
📜 :
🎥 :
🌟 : The Five Principles Of Data Science Education
:🔈 :: Hunter Glanz hglanz
🔗 :
📜 :
🎥 :
:star_2: Sliding Windows and Calendars
:🔈 : Davis Vaughan dvaughan32
🔗 : davisvaughan.github.io
📜 :
🎥 :
13:00 Panel
16:00 Keynote
🌟 : NSSD Episode 100
:🔈 :: Roger Peng rdpeng , Hilary Parker hspter
🔗 : NSSD: 100 - Live from RStudio Conf 2020
📜 :
🎥 :
Posters
🌟 : Using R to understand, analyze, and communicate tidal wetland data
🔈 : Kim Cressman swmpkim
🔗 : swmpkim/rstudioconf2020_eposter
📜 :
🌟 : Reaping the benefits of the Shiny community (and how you can help!)
🔈 : Eric Nantz theRcast
🔗 : shinydevseries.com
📜 : rpodcast.shinyapps.io/highlights-shiny
🌟 : Integration testing: A new way to test reactive behavior in {shiny} applications and modules
🔈 : Alan Dipert alandipert
🔗 :
📜 : pdf
Followup blog posts