Running Tensorboard in VS Code
For those who are running Jupyter Notebooks directly in VSCode, running the commands from the video probably won't work - at least in Windows.
There is a very easy workaround, because TensorBoard can be directly run from VS Code.
Hit Ctrl/Cmd + Shift + P, and then select Python: Launch TensorBoard. Choose the current working directory and you're done.