diff --git a/Dockerfile b/Dockerfile
index befdbaca..b6ac81f6 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -406,7 +406,9 @@ RUN pip install bcolz && \
     pip install six && \
     pip install terminado && \
     pip install testpath && \
-    pip install tornado && \
+    # Latest version (6.0) of tornado breaks Jupyter notebook:
+    # https://github.com/jupyter/notebook/issues/4439
+    pip install tornado==5.0.2 && \
     pip install tqdm && \
     pip install traitlets && \
     pip install wcwidth && \