How to prepare for an interview for a job I am not sure I qualify for?

Hello,

I would like some advice on how to prepare for an interview for a job I am not sure I qualify for.

I applied, not thinking much of it, had a phone interview and surprisingly they want to do an in person interview.

I am nervous. What is the best thing to do to prepare?

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