No, it isn't in the chapter of this textbook, so I'm assuming its not used. Im just trying to read the textbook examples and try to figure it out but I can seem to get any answer that makes sense.
Well the binomial distribution makes things easier it looks like this question is basically asking you to derive and use the binomial distribution which is entirely possible based on first principles.
Hint for question 1: Can you figure out the probability that they get 0 correct is?
You can also do this brute-force with a spreadsheet. With cutting and pasting it's not too bad because the pattern repeats, but stock up on coffee.
Writing a small program is another way.