'How do I enable GPU support in tensorflow?

I am quite new to tensorflow so I was following along with this guide to setting up tensorflow on windows:

https://github.com/jeffheaton/t81_558_deep_learning/blob/master/install/tensorflow-install-jul-2020.ipynb

All goes well, but my output to the test script he put at the bottom returns:

Tensor Flow Version: 2.3.0
Keras Version: 2.4.0

Python 3.8.13 (default, Mar 28 2022, 06:59:08) [MSC v.1916 64 bit (AMD64)]
Pandas 1.2.4
Scikit-Learn 1.0.2
GPU is NOT AVAILABLE

I am unsure why my GPU is not available. My hardware is AMD ryzen 5 3600, msi b550 pro a, corsair vengeance lpx 16 gb and msi rtx 2060



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