Expand this tutorial based on confused areas last night.

There were a couple of typos in this tutorial, as well as some parts
which tripped up the students I worked with last night. I've cleaned
those typos up, added some explanations for confusing bits, removed some
technical language in favour of plain English, and simplified some other
sections.