How do I go about making a countdown timer to start a game?

I would like the level and objects to load and for there to be a countdown from 3 that starts the game when all players are ready.

I am very new to programming and Unity, so if you can help (and thanks very much in advance) please assume that I need things explained in super simple terms.

Why post twice?