diff --git a/src/courses/advanced/09.md b/src/courses/advanced/09.md
index 6ba8b7372..9fcb639c0 100644
--- a/src/courses/advanced/09.md
+++ b/src/courses/advanced/09.md
@@ -137,7 +137,7 @@ jobs:
 
       # save our results to the pipeline artifacts, even if the InSpec run found failing tests
       - name: VALIDATE - Save Test Result JSON  
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           path: results/pipeline_run_attested.json
 
diff --git a/src/courses/advanced/10.md b/src/courses/advanced/10.md
index 15f258db5..4fc0622aa 100644
--- a/src/courses/advanced/10.md
+++ b/src/courses/advanced/10.md
@@ -335,7 +335,7 @@ Let's run InSpec:
 
 # save our results to the pipeline artifacts, even if the InSpec run found failing tests
 - name: VALIDATE - Save Test Result JSON  
-  uses: actions/upload-artifact@v3
+  uses: actions/upload-artifact@v4
   with:
     path: results/pipeline_run_attested.json
 ```
@@ -418,7 +418,7 @@ jobs:
 
       # save our results to the pipeline artifacts, even if the InSpec run found failing tests
       - name: VALIDATE - Save Test Result JSON  
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           path: results/pipeline_run_attested.json
 ```
@@ -668,7 +668,7 @@ jobs:
 
       # save our results to the pipeline artifacts, even if the InSpec run found failing tests
       - name: VALIDATE - Save Test Result JSON  
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           path: results/pipeline_run_attested.json
 
diff --git a/src/courses/advanced/11.md b/src/courses/advanced/11.md
index ed1204393..7c0d2e318 100644
--- a/src/courses/advanced/11.md
+++ b/src/courses/advanced/11.md
@@ -112,7 +112,7 @@ jobs:
 
       # save our results to the pipeline artifacts, even if the InSpec run found failing tests
       - name: VALIDATE - Save Test Result JSON
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           path: results/pipeline_run_attested.json
 
diff --git a/src/courses/advanced/Appendix D - Example Pipeline for Validating an InSpec Profile.md b/src/courses/advanced/Appendix D - Example Pipeline for Validating an InSpec Profile.md
index 29fb6f780..dbb4769cf 100644
--- a/src/courses/advanced/Appendix D - Example Pipeline for Validating an InSpec Profile.md	
+++ b/src/courses/advanced/Appendix D - Example Pipeline for Validating an InSpec Profile.md	
@@ -83,7 +83,7 @@ jobs:
         with:
           command_string: 'validate threshold -i spec/results/ec2_rhel-7_${{ matrix.suite }}.json -F ${{ matrix.suite }}.threshold.yml'
       - name: Save Test Result JSON
-        uses: actions/upload-artifact@v2
+        uses: actions/upload-artifact@v4
         with:
           path: spec/results/
 ```