Slides and R scripts for the Data Science Flipped Classroom (DSFC) course: an 8-module, hands-on introduction to data analysis and reproducible research with R and the tidyverse.
slides/: Quarto source files for the slide decks (md-01-dsfc.qmd,md-02-dsfc.qmd, ...) and their rendered HTML and PDF versions. The.scssfile holds the shared theme.scripts/: R scripts that go alongside each module (md-02.R,md-03.R, ...), with the code used in the live sessions.dsfc.Rproj: RStudio project file, in case you want to open everything at once.
The quickest way is to open the .pdf files directly. If you'd rather look at the source, the .qmd files are plain text and render to Reveal.js.
The R scripts use base R plus the tidyverse. Open them in RStudio (or any editor) and run line by line. Each script follows the corresponding module's slides.
| Module | Topic |
|---|---|
| 1 | Welcome & course setup |
| 2 | Data visualization with ggplot2 |
| 3 | Data transformation with dplyr |
| 4 | Data import & spreadsheet organization |
| 5 | Conditions, dates & tables |
| 6 | Data types, vectors & loops |
| 7 | Pivoting & joining data |
| 8 | Publishing with Quarto & GitHub Pages |
Adriana Clavijo Daza