home_contents.qmd

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title: "Contents"
pagetitle: "RaukR 2025 • Contents"
description: "Course materials including presentations (slides) and practical exercises (labs)"
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|Topic                                  |Presenter                              |Links|
|---------------------------------------|---------------------------------------|-----|
|[**WEEK 1**]{.badge .badge-secondary}                                          |||
|[**10-Jun-2024 (Mon)**]{.badge .badge-secondary}                               |||
|Introduction to RaukR                  |Marcin Kierczak, Sebastian DiLorenzo   ||
|Best Coding Practices in R             |Marcin Kierczak, Sebastian DiLorenzo   |[Slides](slides/coding/index.html), [Lab](labs/coding/index.html)|
|Literate programming with Quarto       |Roy Francis                            |[Slides](slides/quarto/index.html), [Lab](labs/quarto/index.html)|
|Debugging, Profiling and Optimization  |Marcin Kierczak                        |[Slides](slides/debugging/index.html), [Lab](labs/debugging/index.html)|
|[**11-Jun-2024 (Tue)**]{.badge .badge-secondary}                               |||
|Object-oriented programming            |Marcin Kierczak                        |[Slides](slides/oop/index.html), [Lab](labs/oop/index.html)|
|git with R                             |Sebastian DiLorenzo                    |[Slides](slides/git/index.html), [Lab](labs/git/index.html)|
|Plotting with ggplot2                  |Roy Francis                            |[Slides](slides/ggplot/index.html), [Lab](labs/ggplot/index.html)|
|[**12-Jun-2024 (Wed)**]{.badge .badge-secondary}                               |||
|Tidyverse                              |Marcin Kierczak                        |[Slides](slides/tidyverse/index.html), [Lab](labs/tidyverse/index.html)|
|Futurverse 1                           |Henrik Bengtsson, UCSF                 |[Web](https://henrikbengtsson.github.io/future-tutorial-raukr2024/lab1.html)|
|[**13-Jun-2024 (Thu)**]{.badge .badge-secondary}                               |||
|How to repeat yourself with Purrr      |Jenny Bryan, Posit                     |[Repo](https://github.com/jennybc/2024_raukr-purrr-pkg-dev)|
|Web apps with Shiny                    |Roy Francis                            |[Slides](slides/shiny/index.html), [Lab](labs/shiny/index.html)|
|[**14-Jun-2024 (Fri)**]{.badge .badge-secondary}                               |||
|R Packages                             |Jenny Bryan, Posit                     |[Repo](https://github.com/jennybc/2024_raukr-purrr-pkg-dev)|
|reticulate: Combining R with Python    |Nina Norgren                           |[Slides](slides/reticulate/index.html), [Lab](labs/reticulate/index.html)|
|[**WEEK 2**]{.badge .badge-secondary}                                          |||
|[**17-Jun-2024 (Mon)**]{.badge .badge-secondary}                               |||
|Statistics and machine learning in R   |Nikolay Oskolkov                       |[Slides](slides/ml/index.html), [Lab](labs/ml/index.html)|
|Futurverse 2                           |Henrik Bengtsson, UCSF                 |[Web](https://henrikbengtsson.github.io/future-tutorial-raukr2024/lab1.html)|
|[**18-Jun-2024 (Tue)**]{.badge .badge-secondary}                               |||
|Project environments using Renv        |Roy Francis                            |[Slides](slides/r-env/index.html)|
:::

[[Slides]{.btn .btn-sm .btn-secondary}](slides/index.html) [[Labs]{.btn .btn-sm .btn-secondary}](labs/index.html)