Crashing at random times

You have probably heard this a few times but I can load the game and sometimes I dont get past main menu and lasts seconds before it crashes and other times I can play for 10 - 20 mins max before a crash. I am new to the game and tried to stream it today but with all the crashes I had to switch games which is a shame because i had a few people really interested.

i7 8700k
32GB DDR4 3200mhz RAM
Radeon RX 580 8GB DDR5
Windows 10 Pro

More than enough to play it.