It definitely takes guts to put yourself out there and apply for jobs that are different from the industry you’re currently in. Be brave. You need to put yourself out there!
Just because you don’t have the experience doesn’t mean that should stop you from applying to jobs. It didn’t stop me, and I was able to move up and move across very diverse industries. You succeed faster this way!