diff --git a/_modules/week-15.md b/_modules/week-15.md
index fe018bd..1c82b40 100644
--- a/_modules/week-15.md
+++ b/_modules/week-15.md
@@ -3,11 +3,11 @@ title: Week 15
 ---
 
 Dec 4 
-: **15**{: .label .label-gray} Guest Lecture 
+: **15**{: .label .label-gray} Wrap-up and Guest Lecture 
 
-[//]: # [Slides]()
 
 : [Slides](https://docs.google.com/presentation/d/1p8cfX6pDoRQxrn2FcX2ggf7nnMbxSU_MWw8zkDF5tzI/edit?usp=sharing){:target="_blank"} 
+
 : [15 Vibecession](https://datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-88e%2Ffa24-materials&branch=main&urlpath=tree%2Ffa24-materials%2Flec%2Flec15%2Fvibecession.ipynb){:target="_blank"}