Just spelling and grammar from Chapter 1

I read the first chapter this evening, and I quite liked your presentation of the material. Definitely approachable. For a book about Bayesian inference, misspelling "probability" and "occurring" multiple times seemed a bit off-putting. So I fixed it!

Also, I'd remove the stuff about your girlfriend and english class girl. Gender neutrality is probably (h/t) for the best.