Please go to the latest update article here https://www.yodiw.com/fix-install-tensorflow-2-with-gpu-simple-version-2023/Author
Jupyter Notebook from Anaconda is not coming with Tensorflow by default. If you are using Windows and want to leverage your GPU (mine is RTX 3060Ti), you can install Tensorflow GPU integrated with your Jupyter.
In this steps, no Python installation required, since we will using Python from Anaconda (~ version 3.9). This is also to reduce complexity of using different virtual environment in Conda.
Yes, in this step, the TensorFlow will automatically load into your default Jupyter root base environment and will not require installing a new one.