You should look into AWS EMR instead, with adding pip install steps to the launch process. They have a pretty nice Jupyter notebook script that setups up jupyter and lets you choose what packages you want to install - https://aws.amazon.com/blogs/big-data/running-jupyter-notebook-and-jupyterhub-on-amazon-emr/
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