Many people who work at Google feel the same. The impostor syndrome is a recurring motive in in the internal communications.
Personally, I had a lot of fun doing my interviews and learnt a lot while preparing them. I would recommend you to try them, it's gonna be interesting, even if you don't get the job.
It doesn't help I came in as an aqui-hire.