diff --git a/material/3_wed/linalg/slides.qmd b/material/3_wed/linalg/slides.qmd
index f4d24eb..6270c0f 100644
--- a/material/3_wed/linalg/slides.qmd
+++ b/material/3_wed/linalg/slides.qmd
@@ -8,7 +8,9 @@ The slides are available [in pptx format here](Julia_Matrices_Optimization_JuMP_
 
 ## Exercise
 
-Please download the files [Manifest.toml](Manifest.toml) and [Project.toml](Project.toml), put the files in the same folder that \*.ipynb file is located.
+The exercise is rendered [as html here](Julia_Matrices_Optimization_JuMP_Stuttgart2023.ipynb) but can also be downloaded {{< downloadthis Julia_Matrices_Optimization_JuMP_Stuttgart2023.ipynb label="Download as ipynb" >}}
+
+Before starting the exercise, please download the files [Manifest.toml](Manifest.toml) and [Project.toml](Project.toml), put the files in the same folder that \*.ipynb file is located.
 
 Start Julia in that directory and run the following commands:
 
@@ -26,4 +28,3 @@ using IJulia; notebook(dir=".")
 
 ```
 
-The exercise is rendered [as html here](Julia_Matrices_Optimization_JuMP_Stuttgart2023.ipynb) but can also be downloaded {{< downloadthis Julia_Matrices_Optimization_JuMP_Stuttgart2023.ipynb label="Download as ipynb" >}}