diff --git a/all-spark-notebook/Dockerfile b/all-spark-notebook/Dockerfile
index 94fc8de2..47d09589 100644
--- a/all-spark-notebook/Dockerfile
+++ b/all-spark-notebook/Dockerfile
@@ -30,4 +30,4 @@ RUN conda config --add channels r && \
 
 # Apache Toree kernel
 RUN pip --no-cache-dir install https://dist.apache.org/repos/dist/dev/incubator/toree/0.2.0/snapshots/dev1/toree-pip/toree-0.2.0.dev1.tar.gz
-RUN jupyter toree install --user
+RUN jupyter toree install --sys-prefix