Pick a supply voltage, the LED's forward voltage, and the current you want. Get the exact resistor value plus the nearest standard E12 part you can actually buy.
Forward voltage (Vf) varies by LED color and brand. Always check the datasheet, but typical values:
Most 5mm indicator LEDs run happily at 10–20 mA. High-brightness LEDs may go to 30 mA or more.