diff --git a/tensorflow-notebook/Dockerfile b/tensorflow-notebook/Dockerfile
index e3f6cfaa..880905fe 100644
--- a/tensorflow-notebook/Dockerfile
+++ b/tensorflow-notebook/Dockerfile
@@ -7,6 +7,6 @@ LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"
 
 # Install Tensorflow
 RUN pip install --quiet --no-cache-dir \
-    'tensorflow==2.1.0' && \
+    'tensorflow==2.2.0' && \
     fix-permissions $CONDA_DIR && \
     fix-permissions /home/$NB_USER