diff --git a/tensorflow-notebook/Dockerfile b/tensorflow-notebook/Dockerfile
index 136ed841..880905fe 100644
--- a/tensorflow-notebook/Dockerfile
+++ b/tensorflow-notebook/Dockerfile
@@ -6,7 +6,7 @@ FROM $BASE_CONTAINER
 LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"
 
 # Install Tensorflow
-RUN pip install --quiet \
-    'tensorflow==2.1.0' && \
+RUN pip install --quiet --no-cache-dir \
+    'tensorflow==2.2.0' && \
     fix-permissions $CONDA_DIR && \
     fix-permissions /home/$NB_USER