Reddit user siegfurd has put up a visual guide with all Altars of Lilith locations on the Diablo IV Beta.

Altars of Lilith provide bonuses for any character you play on a realm and you can collect up to 28 altars on the Beta. Here is a visual map created by siegfurd.

Source: Reddit