diff --git a/docs/_toc.yml b/docs/_toc.yml
index 5228ec3..df91f9c 100644
--- a/docs/_toc.yml
+++ b/docs/_toc.yml
@@ -16,7 +16,7 @@ parts:
       - file: docs/tunisia-may-24/module-3
       - file: docs/tunisia-may-24/module-4
       - file: docs/tunisia-may-24/project-ideas
-      - file: notebooks/tunisia-may-24/README
+      - file: notebooks/tunisia-may-24/tunisia
         sections:
           - file: notebooks/tunisia-may-24/1-text2sqL-demo.ipynb
           - file: notebooks/tunisia-may-24/2-document-classification-with-sklearn.ipynb
@@ -29,7 +29,7 @@ parts:
       - file: docs/malawi-nov-24/module-3
       - file: docs/malawi-nov-24/module-4
       - file: docs/malawi-nov-24/project-ideas
-      - file: notebooks/malawi-nov-24/README
+      - file: notebooks/malawi-nov-24/malawi
         sections:
           - file: notebooks/malawi-nov-24/1-text2sqL-demo.ipynb
           - file: notebooks/malawi-nov-24/2-document-classification-with-sklearn.ipynb
diff --git a/notebooks/malawi-nov-24/README.md b/notebooks/malawi-nov-24/malawi.md
similarity index 100%
rename from notebooks/malawi-nov-24/README.md
rename to notebooks/malawi-nov-24/malawi.md
diff --git a/notebooks/tunisia-may-24/README.md b/notebooks/tunisia-may-24/tunisia.md
similarity index 100%
rename from notebooks/tunisia-may-24/README.md
rename to notebooks/tunisia-may-24/tunisia.md