To make Rice Kheer, raw rice grains are cooked in milk. But the rice grains are soaked in water for 20 to 30 minutes. By the time the rice gets cooked in the milk, the milk also reduces and thickens. So, you get a creamy and rich rice pudding. But there is another way rice pudding is made, and that is by using cooked rice or leftover cooked rice.