It is easy and few steps, I’ll be explaining the steps by steps with screen print.
1. Right click in any empty space on the Desktop and click Personalize from the popup menu.
2. Change desktop icons link on the left pane.
Now you can see your My Computer icon on your windows 8 Desktop.