Can I be a Jedi?

Not to begin with. You need to find a Master during the course of the game to ascertain whether you are Force Sensitive, and then to train you.
As with the Force Adept, we are limited as to how many Force Users we have active in the system at any given time, so don't be offended if you ask and are turned down.