This article details the installation and usage of JupyterLab on Ubuntu, a web-based IDE for collaborative data science work. It provides a step-by-step guide covering prerequisites, like Python 3 and pip, updating packages, creating a virtual environment, and running JupyterLab. Also included are instructions for creating notebooks, executing code, and optional uninstallation. JupyterLab on Ubuntu streamlines workflows for users engaged in data analysis, visualization, and machine learning.