If you have the mobo, RAM, a hard drive, a CPU, the graphics card and the power supply then you could probably assemble it in 10 - 20 minutes at most. I haven't had to install a CPU before but I am quite sure its a quick process.
If you have a high end non-stock cooling option it can take a while longer.