A gallon is a volume measure of an amount of liquid. A US gallon is equal to four quarts. You'll often hear people refer to needing a "gallon of water" or a half-gallon of milk from the store.
Keep in mind that there is such a thing as a "dry gallon" as well. Dry gallons are converted at a rate of 1 US liquid gallon = .86 dry gallons.