This document provides a step-by-step guide to setting up a Python virtual environment and installing TensorFlow v2.18.1 with GPU support on a machine running Ubuntu 24.04 with a compatible NVIDIA GPU.
Using a virtual environment is highly recommended to isolate your project's dependencies and avoid conflicts with other Python projects on your system.
To use TensorFlow with CUDA, you must have a compatible NVIDIA GPU and the correct software installed.