Could We Stop An Asteroid Hitting The Earth?

In light of the recent news an asteroid the size of a mountain is going to cruise past the Earth, we got wondering;

Could we stop an asteriod hitting the earth, if one was on a direct course for our little rock?

Check out this video by AsapSCIENCE featuring Bill Nye that answers the question for us