diff --git a/Dockerfile b/Dockerfile
index 975783faa5f11a10119105ab897b17d5065cad92..6c798c176cc47c661b16f92b78fc00db0144b101 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,5 +1,8 @@
 FROM tensorflow/tensorflow:latest-py3
 MAINTAINER Spencer Chen
+RUN apt update && \
+apt install -y nano
 RUN pip install --upgrade pip
-RUN pip install -q tensorflow==2.0.0-beta1
-RUN pip install matplotlib
+RUN pip install tensorflow==2.0.0-beta1 && \
+pip install matplotlib && \
+pip install jupyter notebook
\ No newline at end of file