diff --git a/2024/day02.md b/2024/day02.md
index 010c06e..c387b80 100644
--- a/2024/day02.md
+++ b/2024/day02.md
@@ -2,7 +2,7 @@ Day 2: The Digital Factory
 =========================
 
 ## Video
-[![Day 2: The Digital Facotry ](https://img.youtube.com/vi/xeX4HGLeJQw/0.jpg)](https://youtu.be/xeX4HGLeJQw?si=CJ75C8gUBcdWAQTR)
+[![Day 2: The Digital Factory ](https://img.youtube.com/vi/xeX4HGLeJQw/0.jpg)](https://youtu.be/xeX4HGLeJQw?si=CJ75C8gUBcdWAQTR)
 
 
 ## About Me
@@ -74,4 +74,4 @@ To build a digital factory, you need a holistic approach.
 - **Agile Programme Delivery:** Adopt a multi-team organization to optimize workflows and performance. Continuous discovery, coupled with transparent reporting, drives growth.
 - **Product Management for Maximized Value:** Connect the strategy with the execution. Align product initiatives with the company goals. Continuously refine management practices and leverage feedback for prioritization.
 
-![How can we implement Digital Factory?](Images/day02-6.jpg)
\ No newline at end of file
+![How can we implement Digital Factory?](Images/day02-6.jpg)
diff --git a/2024/day72.md b/2024/day72.md
index 4e368cf..94c8a7b 100644
--- a/2024/day72.md
+++ b/2024/day72.md
@@ -5,8 +5,7 @@ Welcome to day 72 of the 2024 edition of 90 Days of DevOps!
 Today's session is titled "Infrastructure as Code with Pulumi", and it is led by Scott Lowe.
 
 ## Video
-
-A link to the video will be inserted once the video is published.
+[![Day 72: Infrastructure as Code with Pulumi](https://img.youtube.com/vi/ph-olCjRXQs/0.jpg)](https://www.youtube.com/watch?v=ph-olCjRXQs)
 
 ## Additional Notes