I am not sure Nobel hated dynamite. It made handling these explosvies in mining much safer than it was before.
What he hated was using dynamite to kill people.
In fact when his brother died one paper printed Alfred Nobel's obituary rather than his brothers by mistake. In it they said he would be remembered for inventing dynamite that killed so many people.
So determined was he to change that perception that when he died he put all his money in a trust fund to pay for the various Nobel prizes we have today.
http://nobelprize.org/