This is great. Covers a lot of useful topics. Thanks..

If you are looking for Python notebook that is beginner friendly, I'm working on desktop app called MLJAR Studio. It packs Python and JupyterLab in single executable - installation is stright-forward. Additionally, there are extensions that makes working with Python much easier for beginners: for example, variable inspector and packages manager.