diff --git a/docs/Workshop/README.md b/docs/Workshop/README.md
index 271df23..f6af276 100644
--- a/docs/Workshop/README.md
+++ b/docs/Workshop/README.md
@@ -8,9 +8,11 @@
 **Slides:** 
 
 - [Session 1: AI/ML Model Interpretability](https://github.com/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202402TDBank/202402PiML_TD_Session1.pdf) 
+- [Session 2: AI/ML Outcome Analysis](https://github.com/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202402TDBank/202402PiML_TD_Session2.pdf) 
 
 **Codes:** 
 <a style="text-laign: 'center'" target="_blank" href="https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202402TDBank/202402PiML-Interpretability-SimuCredit.ipynb">PiML Model Interpretability</a>  
+<a style="text-laign: 'center'" target="_blank" href="https://colab.research.google.com/github/SelfExplainML/PiML-Toolbox/blob/main/docs/Workshop/202402TDBank/202402PiML-OutcomeAnalysis-SimuCredit.ipynb">PiML Model Interpretability</a>  
 </details>