diff --git a/dockerfile b/dockerfile
index 4e87e4a..ed2e224 100644
--- a/dockerfile
+++ b/dockerfile
@@ -51,8 +51,9 @@ RUN python3.10 -m pip install --no-cache-dir numpy==1.26.4
 # Create a data directory for external mapping
 RUN mkdir -p /data
 
-# Copy the notebook to a fallback location in the container
+# Copy the notebooks to a fallback location in the container
 ADD https://raw.githubusercontent.com/MasterPhooey/MicroWakeWord-Trainer-Docker/refs/heads/main/basic_training_notebook.ipynb /root/basic_training_notebook.ipynb
+ADD https://raw.githubusercontent.com/MasterPhooey/MicroWakeWord-Trainer-Docker/refs/heads/main/advanced_training_notebook.ipynb /root/advanced_training_notebook.ipynb
 
 # Add the startup script from GitHub
 ADD https://raw.githubusercontent.com/MasterPhooey/MicroWakeWord-Trainer-Docker/refs/heads/main/startup.sh /usr/local/bin/startup.sh
@@ -65,4 +66,4 @@ WORKDIR /data
 EXPOSE 8888
 
 # Run the startup script and start Jupyter Notebook
-CMD ["/bin/bash", "-c", "/usr/local/bin/startup.sh && jupyter notebook --ip=0.0.0.0 --no-browser --allow-root --NotebookApp.token='' --notebook-dir=/data"]
\ No newline at end of file
+CMD ["/bin/bash", "-c", "/usr/local/bin/startup.sh && jupyter notebook --ip=0.0.0.0 --no-browser --allow-root --NotebookApp.token='' --notebook-dir=/data"]