Is there a way too secure your hard drive so it cannot be formatted or accessed if your computer is stolen?

I want too completely lock it so no one can format it if they take the hard drive out.

If not is there a way too lock the hard drive so the information is not accessible.
My computer was stolen before and I want too make sure that the people can’t access anything if this happens again that’s all.