LEDs are basically all the same, in the sense that a small change in voltage applied to it can give the difference between light and smoke.
The actual voltage in question varies with LED chemistry, but white LEDs are about 3V. That is for an individual LED.
If you put them in parallel, then 3V will do for a number of LEDs, but they won't necessarily all be the same brightness.
If you put them in series instead, then the voltages add up, so 2 LEDs need about 6 volts, 3 require 9 volts etc. You can of course make up combinations of series and parallel.
The cheap shitty torches that are 1 Lithium Ion battery and 1 LED rely on the battery being imperfect to save the LED from expiring.
An LED is NOT like a bulb. Not in the slightest.
If you don't understand what you are doing, then good luck, but please don't be disappointed if it turns out to be a total waste of time.
Roys point in his table of numbers is that a small change of voltage can give rise to a large change in current. So changing from 2V to 3V is the difference between off and on, and changing from 3V to 4V is the difference between an LED and a charred heap of scrap silicon.
Chris.