Contents

RaukR 2025 • R Beyond the Basics

Course materials including presentations (slides) and practical exercises (labs)
Topic Presenter Links
WEEK 1
09-Jun-2025 (Mon)
Welcome Marcin Kierczak, Sebastian DiLorenzo Slides
Best Coding Practices in R Sebastian DiLorenzo Slides, Lab
Project environments using Renv Roy Francis Slides
Debugging, Profiling and Optimization Marcin Kierczak Slides, Lab
10-Jun-2025 (Tue)
Introduction to Quarto Christophe Dervieux (Posit) Slides
Literate programming with Quarto Roy Francis Lab
Creating websites with Quarto Roy Francis Lab
Functions & Scripts Sebastian DiLorenzo Slides, Lab
R & AI Sebastian DiLorenzo Slides
11-Jun-2025 (Wed)
Positron Jenny Bryan (Posit) Materials
Plotting with ggplot2 Roy Francis Slides, Lab
12-Jun-2025 (Thu)
Tidyverse Marcin Kierczak Slides, Lab
Futurverse Henrik Bengtsson (UCSF) Materials
13-Jun-2025 (Fri)
R Packages Jenny Bryan (Posit) Materials
reticulate: Combining R with Python Nina Norgren Slides, Lab
WEEK 2
16-Jun-2025 (Mon)
Statistics and machine learning in R Nikolay Oskolkov Slides, Lab
Object-oriented programming Marcin Kierczak Slides, Lab
17-Jun-2025 (Tue)
Web apps with Shiny Roy Francis Slides, Lab
Projects Guilherme Dias Lab


Slides Labs