diff --git a/docs/dsm2_learning_series.md b/docs/dsm2_learning_series.md
index 1295cc1f..094ab286 100644
--- a/docs/dsm2_learning_series.md
+++ b/docs/dsm2_learning_series.md
@@ -1,15 +1,16 @@
# DSM2 Learning Series
The DSM2 Learning Series is a series of hybrid live and online classes held by the Delta Modeling Section.
+Videos for the Series are available on our [Youtube playlist](https://youtube.com/playlist?list=PL33EJkVWqElXUihYnGzA9E5BocWu-Deij&si=1oKHJvQpT6fLIW2C)
## Quick Start
-The DSM2 Quick Start Training was held in 2023.
+The DSM2 Quick Start Training was held on June 23, 2023.
-The slides shown in the training are available on our [GitHub repository](https://github.com/CADWRDeltaModeling/DSM2LearningSeries/tree/main/quick_start), and videos of the training are available on our [Youtube playlist](https://www.youtube.com/playlist?list=PL33EJkVWqElUkKFFz6A4A0LLyXqLVeHD5).
+The slides shown in the training are available on our [GitHub repository](https://github.com/CADWRDeltaModeling/DSM2LearningSeries/tree/main/quick_start).
## DSM2 Planning Studies
-The DSM2 Planning studies training will be held in October 2023.
+The DSM2 Planning studies training was held on October 27, 2023.
-The slides shown in the training will be available on our [Github repository](https://github.com/CADWRDeltaModeling/DSM2LearningSeries/tree/main), and videos of the training will be available on our Youtube playlist.
+The slides shown in the training are available on our [Github repository](https://github.com/CADWRDeltaModeling/DSM2LearningSeries/tree/main/dsm2_planning_study), and videos of the training will be available on our Youtube playlist.