please dont worry, children at this age are pretty vulnerable, infact throwing tantrum is the only way for them to express their feeling.
just be more patient, and try not to make a big deal out of it, most of the children will tend to do more when you say no...or shouted at them
you have to ignore their temper sometimes, they need to know that by throwing tantrum will not do much help to the situation.