To follow someone on Twitter means to subscribe to their tweets or updates on the site. Once you follow someone their tweets will show up on your timeline. You will also have followers. These are the people following your account.
Login to your Twitter account.
Find the person you would like to follow on Twitter. (To Find educators you would like to follow start following a professional organization, Google or search #edchat for likeminded teachers )