Teach me how to use Tensorboard from Tensorflow in my project.

This is the stack I am using: Windows, Python3, Tensorflow, Anaconda, Jupyter-Notebook I have a simple Tensorflow, GradientDescentOptimizer Learning project that is just 40 lines. I want to learn how I can use Tensorboard to get real-time visualization of the GradientDescentOptimizer model being trained. For this project I will give you the code I have You will make it show the model being trained during training sess in Tensorboard And also teach me how you did it.