Soak the almonds overnight or up to 2 days. Place the almonds in a bowl and cover with water. They will plump as they absorb water. Let stand on the counter, covered with a cloth, overnight, or refrigerate for up to 2 days. The longer the almonds soak, the creamier the almond milk.