| Topic | Author | Links |
|---|---|---|
| WEEK 1 | ||
| 12-Jun-2023 (Mon) | ||
| Introduction to RaukR | Marcin Kierczak & Sebastian DiLorenzo | |
| Functions and scripts | Sebastian DiLorenzo | Slides, Lab |
| Best Coding Practices in R | Marcin Kierczak | Slides, Lab |
| Documentation & Publishing with Quarto | Roy Francis | Slides, Lab |
| Debugging, Profiling and Optimisation | Marcin Kierczak | Slides, Lab |
| 13-Jun-2023 (Tue) | ||
| Vectorization | Sebastian DiLorenzo & Marcin Kierczak | Slides, Lab |
| Parallelization | Sebastian DiLorenzo & Marcin Kierczak | Slides, Lab |
| Object-oriented programming | Marcin Kierczak | Slides, Lab |
| Introduction to Quarto | Chris Dervieux, Posit | Slides |
| Tables with gt package | Richard Iannone, Posit | Repo, Slides |
| 14-Jun-2023 (Wed) | ||
| Tidyverse | Marcin Kierczak | Slides, Lab |
| git with R | Sebastian DiLorenzo | Slides, Lab |
| reticulate: Combining R with Python | Nina Norgren | Slides, Lab |
| 15-Jun-2023 (Thu) | ||
| Plotting with ggplot2 | Roy Francis & Lokesh Manoharan | Slides, Lab |
| How to repeat yourself with Purrr | Jenny Bryan, Posit | Repo |
| 16-Jun-2023 (Fri) | ||
| R Packages | Jenny Bryan, Posit | |
| Web apps with Shiny | Roy Francis & Lokesh Manoharan | Slides, Lab |
| WEEK 2 | ||
| 19-Jun-2023 (Mon) | ||
| Statistics and machine learning in R | Nikolay Oskolkov | Slides, Lab |
| Tidymodels | Max Kuhn, Posit | Slides |