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First time actually using Jupyter ... because I'm doing an exercise from "Programming Bitcoin".
Initial impression: the material would be easier to assimilate using more conventional tools. A text editor and a commandline console (or combine them in an IDE). Took me a while to figure out that a link in "make this test pass" opened the tests file into another tab, where one could edit a function/method.
I think #Jupyter is a wonderful tool. It combines Python, Julia, and R ... and several other "kernels" are now available. I do not think it fits well with the way it is being used in the book.