diff --git a/classwork/advanced-02-classwork.qmd b/classwork/advanced-02-classwork.qmd
index ab023fca..76ff59f9 100644
--- a/classwork/advanced-02-classwork.qmd
+++ b/classwork/advanced-02-classwork.qmd
@@ -228,6 +228,8 @@ parallel::stopCluster(cl)
 
 Try early stopping: Set `trees = 2000` and tune the `stop_iter` parameter!
 
+Note that you will need to regenerate `lgbm_param` with your new workflow!
+
 ```{r}
 # Your code here!
 
diff --git a/slides/advanced-02-tuning-hyperparameters.qmd b/slides/advanced-02-tuning-hyperparameters.qmd
index 59020251..3418d8ce 100644
--- a/slides/advanced-02-tuning-hyperparameters.qmd
+++ b/slides/advanced-02-tuning-hyperparameters.qmd
@@ -705,6 +705,7 @@ Early stopping has a potential to decrease the tuning time.
 
 *Set `trees = 2000` and tune the `stop_iter` parameter.* 
 
+Note that you will need to regenerate `lgbm_param` with your new workflow!
 
 ```{r}
 #| label: lgbm-stop