It comes from the Latin word "mille", meaning "thousand".
Here are some examples:
* millimeter (mm): one thousandth of a meter
* millisecond (ms): one thousandth of a second
* milligram (mg): one thousandth of a gram
Essentially, "milli" indicates a quantity that is one thousand times smaller than the base unit.