Generating random password using PowerShell

Not so long time ago, I had to create a bunch of fake users for some testing purposes. Every user had to have a password set. I knew, that I could use one password for all users, but I wanted to try generating unique passwords for them. I knew we have Get-Random in PowerShell, but how to use it to generate a “random” password?