diff --git a/.gitignore b/.gitignore
index e9fdf3e..7ec82e1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -49,3 +49,5 @@ site_libs/
 *.ipynb
 .cache/
 
+
+**/*.quarto_ipynb
diff --git a/index.qmd b/index.qmd
index 081de12..cdcaffb 100644
--- a/index.qmd
+++ b/index.qmd
@@ -34,6 +34,7 @@ We will use the latest stable release of Julia. We recommend using [Juliaup](htt
 
 There are resources available online for new Julia users and several specialize in Julia for R users:
 
+- [Introduction to Julia for R users](https://nrennie.rbind.io/blog/introduction-julia-r-users/)
 - [Using Julia as a R user](https://stateofther.github.io/finistR2024/plotting_with_julia-1.html)
 - [Julia: Noteworthy differences from R](https://docs.julialang.org/en/v1/manual/noteworthy-differences/#Noteworthy-differences-from-R)
 - [PumasAI: Introduction to Julia](https://tutorials.pumas.ai/html/LearningPaths/01-LP/01-Module/mod1-julia_intro.html)