rstudio::conf 2020 Videos

Tue, 18 Feb 2020 00:00:00 +0000

rstudio::conf 2020 is already receding in the rear view mirror, but the wealth of resources generated by the conference will be valuable for quite some time. All of the materials from the workshops, and now all one hundred and four videos of conference talks are available. This unique video collection offers valuable insight into how developers, data scientists, statisticians, journalists, physicians, educators and other R savvy professionals are using their domain knowledge, analytical expertise and coding skills to make the world a better place. Talks range from very technical, R specific topics; to scientific contributions, best practices, applications of reproducible research, and the culture and sociology surrounding open source software.

There is a lot to see, but my advice is to is to begin with J.J. Allaire’s keynote which presents open source software for data science through the lens of RStudio’s history and mission.

J.J. Allaire's Keynote at rstudio::conf 2020, announcing RStudio, PBC

rstudio::conf 2020 Workshops

Mon, 27 Jan 2020 00:00:00 +0000

rstudio::conf 2020 got underway today with a huge training event featuring eighteen workshops taught by some of the most experienced and sought after instructors in the R Community.

The workshops covered a wide range of topics including the Tidyverse, machine learning, deep learning, JavaScript, Shiny, R Markdown, package building, geospatial statistics, visualization, teaching R and working as an RStudio professional products administrator.

Tidy Time Series Analysis and Forecasting
R for Excel Users
What They Forgot to Teach You about R
RStudio Professional Products Administration
Big Data with R
Introduction to Data Science in the Tidyverse
Text Mining with Tidy Data Principles
R Markdown and Interactive Dashboards
A Practical Introduction to Data Visualization with ggplot2
Deep Learning with Keras and TensorFlow in R Workflow
Modern Geospatial Data Analysis with R
My Organization’s First R Package
Introduction to Machine Learning with the Tidyverse
JavaScript for Shiny Users
Designing the Data Science Classroom
Shiny from Start to Finish
Applied Machine Learning
Building Tidy Tools

If you were not able to be among the over 1,400 R users who attended, you have not missed everything. You can still immerse yourself in hundreds of hours of R study. All of the training materials are available.

For descriptions of of each workshop look here, and for the materials for each workshop, including slides and code, visit the conference workshop repo.

rstudio::conf 2020 on R Views

rstudio::conf 2020 Videos

J.J. Allaire's Keynote at rstudio::conf 2020, announcing RStudio, PBC

rstudio::conf 2020 Workshops