Sources:
I suggest starting from ThinkDSP/Fun_sample.ipynb and from there go over all chapters.
If you want theme like this:
Copy .jupyter to:
- %userprofile% - for Windows
- $HOME - for Linux
If you want to modify the theme install: jupyter-themes
Tips and Tricks on using Jupyter.
Have Fun!