If they hired you and you were honest on your resume, then they obviously do think you're qualified for the job. I've found the skill of a teacher has little to do with the number of degrees they have.

And even if you find out that teaching isn't your forte, it's only two weeks. It's not like you'd be stuck with it forever.

My advice is to go for it.