When you run pip install nupic, it installs the binary files from https://pypi.python.org/pypi/nupic so you don’t need the source code. If you want to run tests, you will need the source code associated with the binary installation you installed. I have instructions for doing this here.
Glad you like the videos! I’ll be making a lot more over the next year. 