diff --git a/notebooks/ml/neural_nets/requirements.txt b/notebooks/ml/neural_nets/requirements.txt
index 4840c2d..510b7d7 100644
--- a/notebooks/ml/neural_nets/requirements.txt
+++ b/notebooks/ml/neural_nets/requirements.txt
@@ -1,7 +1,7 @@
 plotly==3.10.0
 numpy==1.16.3
 scipy==1.3.0
-tensorflow==1.13.1
+tensorflow==2.11.1
 statsmodels==0.10.0
 scikit-learn==0.21.2