diff --git a/mkdocs.yml b/mkdocs.yml
index cc5095b0..08447d99 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -260,6 +260,7 @@ nav:
       - "Forecasting with Transformer": notebooks/transformer_timeseries_univariate.py
       - "Forecasting with NeuralODE": notebooks/neuralode_timeseries.py
       - "Generate Time Series Using Statistics": notebooks/time-series-data-generation.py
+      - "Generate Time Series Using VAE": notebooks/time_vae.py
       - "Comparing Time Series": notebooks/timeseries-comparison.py
     - "Small Yet Powerful Concepts":
       - concepts/index.md