diff --git a/_modules/week-03.md b/_modules/week-03.md
index fd3f391..b7cc93a 100644
--- a/_modules/week-03.md
+++ b/_modules/week-03.md
@@ -11,6 +11,7 @@ Sep 11
 : [3.2 Sympy](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%2Flec03%2F3.2-sympy.ipynb){:target="_blank"}
 : [3.3 Cal Strategy](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%2Flec03%2F3.3a-california-energy.ipynb){:target="_blank"}
 : [3.3b CAISO data ](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%2Flec03%2F3.3b-a-really-hot-tuesday.ipynb){:target="_blank"}
+: [Recording](https://kaltura.berkeley.edu/channel/Data%2B88E%2B-%2BFall%2B24/355165842)
 
 
 
diff --git a/_modules/week-04.md b/_modules/week-04.md
index a9fd1aa..2ab54e0 100644
--- a/_modules/week-04.md
+++ b/_modules/week-04.md
@@ -10,6 +10,7 @@ Sep 18
 : [4.2 Supply Demand](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%2Flec04%2Flec04-Supply-Demand-closed.ipynb){:target="_blank"}
 : [4.3 Four Plot](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%2Flec04%2Flec04-four-plot-24.ipynb){:target="_blank"}
 
+: [Recording](https://kaltura.berkeley.edu/channel/Data%2B88E%2B-%2BFall%2B24/355165842)
 
 
 
diff --git a/_modules/week-05.md b/_modules/week-05.md
index da53c8b..bbc12d7 100644
--- a/_modules/week-05.md
+++ b/_modules/week-05.md
@@ -9,6 +9,7 @@ Sep 25
 : [Slides](https://docs.google.com/presentation/d/1lUawKZp8SBb837Gwhkgt5yrjv_GhoL3I9jEedBlTe0M/edit?usp=sharing){:target="_blank"} 
 : [5.1 Cobb Douglas AER 1928](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%2Flec05%2FLec5-CobbD-AER1928.ipynb){:target="_blank"}
 : [5.2 Penn World Tables](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%2Flec05%2FLec5-Cobb-Douglas.ipynb){:target="_blank"}
+: [Recording](https://kaltura.berkeley.edu/channel/Data%2B88E%2B-%2BFall%2B24/355165842)
 
 
 : *Reading*: [4.0](https://data-88e.github.io/textbook/content/04-production/index.html), [4.1](https://data-88e.github.io/textbook/content/04-production/production.html), [4.2](https://data-88e.github.io/textbook/content/04-production/shifts.html), [(Optional) A Theory of Production by Cobb and Douglas](https://www.jstor.org/stable/1811556)