References: Vultr How to Install Jupyter Notebook on Ubuntu 24.04 https://docs.vultr.com/how-to-install-jupyter-notebook-on-ubuntu-24-04 Prerequisites Ubuntu 24.04 Internet Using pip Install Jupyter Notebook on Ubuntu 24.04 Update APT package index.. sudo apt update Install the virtualenv package: sudo apt install python3-virtualenv -y Create a new virtual environment named jupyter_env. virtualenv jupyter_env Activate the virtual environment. source jupyter_env/bin/activate Install Jupyter Notebook using pip. pip install jupyter 6.Verify the installed Jupyter Notebook version. jupyter-notebook --version You can deactivate the virtual environment anytime by running deactivate If u need more gudelines please visit Vultr Config file modify 1. Basically modify vim ~/.jupyter_notebook_config.py c.ServerApp.open_browser = False \# Prevent it from opening a browser on the server c.ServerApp.allow_remote_access = True \# Allow external access 2. Set password jupyter notebook password #reminder u enter the password cat ~/.jupyter_server_config.json \# copy the password hash vim ~/.jupyter_notebook_config.py \#modify option c.ServerApp.password = '___your password hash___' 3. Write a shell script to allow remote access. \#!/bin/bash source __yourenvname__/bin/activate CURRENT_IP=$(hostname -I | awk '{print $1}') echo "IP Address: $CURRENT_IP" jupyter notebook --no-browser --port 8888 --ip="CURRENT_IP"