diff --git a/intermediate/data_cleaning/05.5_scipy_talk.md b/intermediate/data_cleaning/05.5_scipy_talk.md
index d3aa3ae9..18d88915 100644
--- a/intermediate/data_cleaning/05.5_scipy_talk.md
+++ b/intermediate/data_cleaning/05.5_scipy_talk.md
@@ -1,4 +1,6 @@
-# SciPy 2023
+# Presentations
+
+## SciPy 2023
 
 This project was initially presented at the 2023 SciPy conference in Austin, TX. You can check out the slides and a recording of the presentation below.