Of course yes. Internet is a global public network. Any home network is by itself a self contained private network.
If you are unable to see other computers on your home network, you may have chosen "Public" as your network type. If you choose your network type as "Home" and your computers are on a "Workgroup" (not a domain) you will see them in each others network automatically, no configuration required.