diff --git a/tensorflow-notebook/Dockerfile b/tensorflow-notebook/Dockerfile
index 4ce023ab..94ed8097 100644
--- a/tensorflow-notebook/Dockerfile
+++ b/tensorflow-notebook/Dockerfile
@@ -6,8 +6,8 @@ LABEL maintainer="Jupyter Project <jupyter@googlegroups.com>"
 
 # Install Tensorflow
 RUN conda install --quiet --yes \
-    'tensorflow=1.3*' \
-    'keras=2.0*' && \
+    'tensorflow=1.5*' \
+    'keras=2.1*' && \
     conda clean -tipsy && \
     fix-permissions $CONDA_DIR && \
     fix-permissions /home/$NB_USER