Non fat milk is milk that has had all the fat taken out of it. Non-fat milk has the lowest amount of calories compared to 1 percent, 2 percent, or whole milk. Skim is another name for fat free milk. Skim milk is actually the healthiest milk you can drink. low in fat, yet you still get the health benefits.