AWS SageMaker Setup to run things in parallel

setup_supercurie96.sh

#!/bin/bash

echo "> Activating Python3 Env"
source /home/ec2-user/anaconda3/bin/activate python3
echo "> Updating Python to 3.7"
conda update -y conda
conda install -y python=3.7
conda install -y pip
echo "> Updating Libraries"
pip install pandas numpy matplotlib ipython ipykernel notebook --upgrade
pip install boto3 flask joblib --upgrade
pip install loguru activityio --upgrade
echo "> Installing New Kernel"
python -m ipykernel install --name 'SuperCurie' --display-name 'SuperCurie96' --user

echo "> Activating Jupyter Env"
source /home/ec2-user/anaconda3/bin/activate JupyterSystemEnv
echo "> Installing Fonts in JupyterLab"
jupyter labextension install @deathbeds/jupyterlab-fonts
jupyter labextension install @deathbeds/jupyterlab-font-fira-code
jupyter labextension install @jupyterlab/statusbar
echo "> Killing Jupyter Server"
pkill -f jupyter-notebook
echo "> Close JupyterLab Browser and Start JuypterLab Again - Do not Restart Machine"