Can Drinking Enough Water Kill You?

I read an article about how too much water can kill people. There was a case of this where a 28-year-old California women died when she drank six liters of water in three hours. This is called hyponaetremia which translates to "insufficient salt in the blood." When I was reading article, it was pretty scary. To know that too much water can do this to someone is really scary.