Talks 📝

• Session Recordingschannel9.msdn.com ( channel9.msdn.com ) 
  UseR! 2016

• Towards a grammar of interactive graphicschannel9.msdn.com 📹  ( channel9.msdn.com ) 
  Hadley Wickham   ggplot2 

• FiveThirtyEight's data journalism workflow with Rchannel9.msdn.com 📹  ( channel9.msdn.com ) 
  Andrew Flowers   data journalism 

• Forty years of Schannel9.msdn.com 📹  ( channel9.msdn.com ) 
  Richard Becker   history 

• jailbreakr: Get out of Excel, freechannel9.msdn.com 📹  ( channel9.msdn.com ) 
  Jenny Bryan   jailbreakr 

• Notebooks with R Markdownchannel9.msdn.com 📹  ( channel9.msdn.com ) 
  J.J. Allaire   notebook 

• Teaching R to 200 people in a weekchannel9.msdn.com 📹  ( channel9.msdn.com ) 
  Michael Andrew Levy   teach 

• Heatmaps in R: Overview and best practiceschannel9.msdn.com 📹  ( channel9.msdn.com ) 
  Tal Galili   heatmaps 

• Happy Git and GitHub for the useRuser2016.org ( user2016.org ) 
  Jenny Bryan   git gitHub 

• Machine Learning Algorithmic Deep Diveuser2016.org ( user2016.org ) 
  Erin LeDell   h2o machine learning 

• Extracting data from the web APIs and beyonduser2016.org ( user2016.org ) 
  Karthik Ram, Garrett Grolemund, Scott Chamberlain   web 

• MoRe than woRds, Text and Context: Language Analytics in Finance with Ruser2016.org ( user2016.org ) 
  Sanjiv R. Das, Karthik Mokashi   finance 

• Time-to-Event Modeling as the Foundation of Multi-Channel Revenue Attributionuser2016.org ( user2016.org ) 
  Tess Calvez   marketing analytics 

• Never Tell Me the Odds! Machine Learning with Class Imbalancesuser2016.org ( user2016.org ) 
  Max Kuhn   predictive model class imbalances 

• Genome-Wide Association Analysis and Post-Analytic Interrogation with Ruser2016.org ( user2016.org ) 
  Andrea S. Foulkes   genome 

• Effective Shiny Programminguser2016.org ( user2016.org ) 
  Joe Cheng   shiny 

• Handling and Analyzing Spatial, Spatiotemporal and Movement Datauser2016.org ( user2016.org ) 
  Edzer Pebesma   spatial 

• Regression Modeling Strategies and the rms Packageuser2016.org ( user2016.org ) 
  Frank E. Harrell Jr.   rms regression 

• Intermediate R Markdown tutorialuser2016.org ( user2016.org ) 
  Yihui Xie   r markdown 

• Using R with Jupyter Notebooks for Reproducible Researchuser2016.org ( user2016.org ) 
  Andrie de Vries and Micheleen Harris   jupyter 

• shinyjs: improve the user experience in your Shiny apps by Dean Attaligithub.com ( github.com ) 
  Dean Attali   shiny 

• rbokeh - A Simple, Flexible, Declarative Framework for Interactive Graphicsslides.com 📹  ( slides.com ) 
  Ryan Hafen   graphics 

• Practical tools for exploratory web graphicscpsievert.github.io 📹  ( cpsievert.github.io ) 
  Carson Sievert   graphics 

• Chicago food inspection data analysischicago.github.io 📹  ( chicago.github.io ) 
  Gene Leynes   data analysis chicago 

• Modeling Food Policy Decision Analysis with an Interactive Bayesian Network in Shinyrpubs.com 📹  ( rpubs.com ) 
  Rachel Lynne Wilkerson   shiny 

• Automated Clinical Research Tracking and Assessment Using R-Shinygithub.com ( github.com ) 
  Hao Zhu   shiny 

• Wrap your model in an R package!speakerdeck.com 📹  ( speakerdeck.com ) 
  Michael Rustler   package 

• Fry: A Fast Interactive Biological Pathway Minergithub.com 📹  ( github.com ) 
  Göknur Giner   biological pathway miner 

• Broom: Converting Statistical Models to Tidy Data Framesvarianceexplained.org 📹  ( varianceexplained.org ) 
  David Robinson   tidy data frames 

• Data validation infrastructure: the validate packagewww.slideshare.net ( slideshare.net ) 
  Mark Van Der Loo   validate 

• Size of Datasets for Analytics and Implications for Rspeakerdeck.com 📹  ( speakerdeck.com ) 
  Szilárd Pafka   datasets 

• Efficient tabular data ingestion and manipulation with MonetDBLitehomepages.cwi.nl 📹  ( homepages.cwi.nl ) 
  Hannes Mühleisen   database 

• Importing Modern Data into Rbeta.rstudioconnect.com 📹  ( beta.rstudioconnect.com ) 
  Javier Luraschi   data 

• Efficient in-memory non-equi joinst.co 📹  ( t.co ) 
  Arun Srinivasan   memory data 

• flexdashboards - Easy interactive dashboards for Rbeta.rstudioconnect.com ( beta.rstudioconnect.com ) 
  Jonathan McPherson   dashboard graphics 

• A Future for Rwww.jottr.org 📹  ( jottr.org ) 
  Henrik Bengtsson   future 

• R AnalyticFlow 3: Interactive Data Analysis GUI for Rr.analyticflow.com 📹  ( r.analyticflow.com ) 
  Ryota Suzuki, Tatsuhiro Nagai   gui 

• A first-year undergraduate data science coursegithub.com 📹  ( github.com ) 
  Mine Cetinkaya-Rundel   teaching 

• Slides from Integrated R labs for high school students #user2016 talkgithub.com 📹  ( github.com ) 
  Amelia McNamara   high school teaching 

• Can R learn from Juliagithub.com 📹  ( github.com ) 
  Jan Vitek   julia 

• Slides and other resources for RcppParallel talkgithub.com ( github.com ) 
  Kevin Ushey   rcpp 

• R Web APIs Intros3.amazonaws.com ( s3.amazonaws.com ) 
  Scott Chamberlain   http api 

• Linking htmlwidgets with crosstalk and mobservablegithub.com 📹  ( github.com ) 
  Joe Cheng   shiny 

• R/qtl: Just barely sustainablewww.biostat.wisc.edu 📹  ( biostat.wisc.edu ) 
  Karl Broman   package 

• Deep learning in R using MXNetwww.slideshare.net 📹  ( slideshare.net ) 
  Qiang Kou   deep learning 

• useR! Machine Learning Tutorialgithub.com ( github.com ) 
  Erin LeDell   machine learning 

• R in BI and Streaming Applications for useR 2016www.slideshare.net 📹  ( slideshare.net ) 
  Lou Bajuk   bi streaming applications 

• xgboost: An R package for Fast and Accurate Gradient Boostinggithub.com 📹  ( github.com ) 
  He Tong   xgboost boosting 

• Causal inference in social network datagithub.com 📹  ( github.com ) 
  Oleg Sofrygin   causal inference 

• Simulation and power analysis of generalized linear mixed modelseducate-r.org 📹  ( educate-r.org ) 
  Brandon LeBeau   simulation 

• mlrMBO: A Toolbox for Model-Based Optimization of Expensive Black-Box Functionsjakob-r.github.io 📹  ( jakob-r.github.io ) 
  Jakob Richter   optimization 

Packages and Resources 📝

• Videos on Channel 9channel9.msdn.com, Microsoft  ( channel9.msdn.com ) 

• useR! 2016 Home Pageuser2016.org, useR!  ( user2016.org ) 

• The useR! 2016 Tutorialsblog.revolutionanalytics.com, useR!  ( revolutionanalytics.com )