If you're just doing it for a hobby, you can easily get away with 1 PC depending on what you're using. I run a 5820 6 core ( 12 hyperthreaded) with an Nvidia 970, 32 GB of ram, and I stream SC fine on 1 PC.
I use OBS set to faster ( default is very fast), with a bit rate and buffer of 2000...