> self-contained Jupyter notebooks. The first four are free […] the remaining six are paid

Title seems baity to get customers. Maybe it should be in ”Show HN”?

I'm sorry but this is garbage. It's just a cobbled together mess using LangGraph and other overly complex libraries.

You can't teach fundamentals by just calling libraries.