Why do you want to change your major? I think this is a big jump...
Education needs some background, whatever teaching or administrative experience. If you have you may apply. Since Education is a field of social science, you should have a comparatively higher score for G and T than natural science, such as your major.
Are you going to apply for 04? If so, you may try to find a school to work for to accumulate some educational experience.