2021
You're Already Ready: Zen and the Art of R Package Development
R packages make it easier to write robust, reproducible code, and modern tools in R development like usethis make it easy to work with …
You're Already Ready: Zen and the Art of R Package Development
R packages make it easier to write robust, reproducible code, and modern tools in R development like usethis make it easy to work with …
2020
Causal Inference in R
In both data science and academic research, prediction modeling is often not enough; to answer many questions, we need to approach them …
Data manipulation, visualization, and reproducible documents with R and the Tidyverse
Recent developments by the R community have revolutionized the data analysis pipeline in R, from manipulating and visualizing data to …
Mastering R for Epidemiology
A week-long, intensive introduction to R remotely offered at the Berlin School of Public Health at Charité – Universitätsmedizin …
Causal Inference in R
In both data science and academic research, prediction modeling is often not enough; to answer many questions, we need to approach them …
Zen and the Art of R Package Development
R packages make it easier to write robust, reproducible code, and modern tools in R development like usethis make it easy to work with …
This time it's personal: Writing personal R packages
A live-code demo of how to write your own R package.
My Organization's First R Package
If your organization uses R, there are clear benefits to having an organizational R package. Such benefits can be realized whether …
2019
Designing ggplots: making clear figures that communicate
In this interactive workshop, you will make ggplot2 data visualizations clearer and more communicative. You’ll learn to declutter plots …
The YAML problem: Writing and working with YAML with ymlthis
R Markdown is an easy-to-learn tool for reproducible research. Many people, however, bump into problems using YAML, the language that …
Functional programming with purrr
One of R’s most powerful features is that it’s a functional programming language. purrr is a consistent and efficient toolkit for …
The YAML problem: Writing and working with YAML with ymlthis
R Markdown is an easy-to-learn tool for reproducible research. Many people, however, bump into problems using YAML, the language that …
An introduction to precisely and ggdag: tools for modern methods in R
Modern epidemiology gives us insight into study planning and causal inference, but the success of these approaches require friendly and …
Mastering R for Epidemiologic Research
A week-long, intensive introduction to R at the Berlin School of Public Health at Charité – Universitätsmedizin Berlin. The course is …
USC Preventive Medicine R Bootcamp
A week-long, intensive introduction to R for students and faculty of the Department of Preventive Medicine at the University of …
The YAML problem: Writing and working with YAML with ymlthis
R Markdown is an easy-to-learn tool for reproducible research. Many people, however, bump into problems using YAML, the language that …
Data manipulation, visualization, and reproducible documents with R and the Tidyverse
Recent developments by the R community have revolutionized the data analysis pipeline in R, from manipulating and visualizing data to …
Introduction to the Tidyverse, part 3: functional programming with purrr
Part 3 from a series at the USC Biostatistics Seminar introducing the Tidyverse. This talk introduces purrr for iteration and …
2018
Introduction to the Tidyverse, part 2: data visualization with ggplot2
Part 2 from a series at the USC Biostatistics Seminar introducing the Tidyverse. This talk introduces ggplot2 for visualizing data.
Introduction to the Tidyverse, part 1: wrangling data with dplyr
Part 1 from a series at the USC Biostatistics Seminar introducing the Tidyverse. This talk introduces dplyr for manipulating data.
ggplotline: telling a story with labels, colors, and layout
ggplot2 allows for beautiful out-of-the-box data visualizations. The defaults are thoughtful and work well in a lot of situations, but …
USC Preventive Medicine R Bootcamp
A week-long, intensive introduction to R for students and faculty of the Department of Preventive Medicine at the University of …
Introduction to Data Visualization for Meta-Analysis
An introduction to data visualization for meta-anlyses using ggplot2 and the tidymeta package.
