diff --git a/docs/Workshop/202405RiskAmericas/Readme.md b/docs/Workshop/202405RiskAmericas/Readme.md
index 05979af..eb883ac 100644
--- a/docs/Workshop/202405RiskAmericas/Readme.md
+++ b/docs/Workshop/202405RiskAmericas/Readme.md
@@ -7,7 +7,7 @@ The 13th Annual Risk Americas – AI in Banking Forum | May 20, 2024 | NYC
 
 **Presentation:** 
 
-- [Machine Learning Model Validation - Hands-on Training with PiML Toolbox](https://github.com/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202403CBA/202403CBA_ConceptualSoundness.pdf)
+- [Machine Learning Model Validation - Hands-on Training with PiML Toolbox](https://github.com/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202405RiskAmericas/202405MLMV_RiskAmericas.pdf)
 
 **Jupyter Notebooks:** 
 - Session 1: <a style="text-laign: 'center'" target="_blank" href="https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202405RiskAmericas/202405RiskAmericasTraining_Session1.ipynb">Model Interpretability (Open from Google Colab)</a>