How does one deal with aggressive individuals?

These people get angry in a snap...I never grew up with people who get this way. In my past relationship I had to deal with someone who got angry so quickly...not at me, it would be towards something that neither of us could control...it was a turn off but I somehow wanted to help and see past it or help the other person be able to cope through it.