Electronics is just like any other industry, we all have specialty words that are confusing to "outsiders". Sometimes is seems like they are just made up to make life difficult, other times there is good reason for the odd language. I hope I can ease some the strangeness for you.
An LED is typically a very small component. I'm sure you have seem 5mm LED's in various places of your every day life.

They are available in many colors, but not plug and play for someone who is still smarting from that there damp thumb vs outlet incident.
Other LED's are available that are even more difficult to use because they don't have wires connected to them, they are called "surface mount" because they solder directly to little pads of metal on the surface of a Printed Circuit Board or PCB. These can range from tiny, to ridiculously small.

This kind of LED is often sold (for an additional LOW LOW price) pre-mounted to a PCB. This PCB may have either "Flying Leads" (shortish, usually red and black wires, which you connect to your power supply) or small holes or square pads to which you may solder your own wires. These often have additional circuitry on the board to make them easier to use. This is what I believe is being referred to as an LED board.
Some LED's are sold as direct replacements for existing incandescent bulbs, and are usually going to be shaped similarly to the bulb they are replacing (like the Automotive bulbs referenced earlier or the newish LED bulbs you can buy at Home Depot and Lowes to replace household light bulbs.
LED's, like all electronics, operate on magic smoke. The magic smoke is measured in 2 ways; Current, measured in Amps, is how 'fast' the magic smoke goes through the device. Voltage, measured in Volts, is how hard the smoke is being pushed into and through the device. If the current or the voltage is too high, the magic smoke comes out of the device and it no longer works. Electronics 101 uses water pipes as an analogy. Voltage is roughly equivalent to the pressure of the water (Pounds per Square Inch). Current is roughly equivalent to the flow rate in your pipe (Gallons Per Min).
Probably the best place for you to start with LED's is with the replacement versions. If you have a 12V incandescent light in your trailer (or perhaps the cabin light in your tow vehicle), look for a replacement for that type of bulb. If it is sold as a replacement for that bulb, chances are that it will be safe to use in the same light fixture. As you get more familiar, the next step would be to look for LED fixtures that are sold as requiring a 12V power supply. These too, should be safe connected to the 12V system of your trailer. The next step would be to go to either LED boards or strip lights that you can design your own mounting system for. Again, as long as they are marked as 12V you are good to go. I was window shopping with my 9 year old daughter and she spotted a window framed with LED strip lights. She called my attention to them, and as we looked at them closer we noticed every 3 or 4 inches were some pads marked + and - and 12VDC. These could be used in a trailer on the 12V system, there are even some that are weather proofed which could be used outside the trailer.
The next thing to think about is how many LED's you are going to put on the same battery. Just like plugging too many strings of lights on the Christmas tree into the same outlet can cause on overload, turning on too many LED's at the same time can also. In general, LED's are more efficient at generating light than incandescent bulbs, which generate light almost as a by-product of generating heat. This is why household LED bulbs are sold as, say a 60 watt EQUIVALENT - it produces as much light as an old fashioned 60 watt bulb, but only uses a fraction of the power. This is good if you want to use just enough light to get the job done and sip the power from your battery. However, it also opens up a can of worms for some of us - because,
SHINEY "Hey, if I used to use a couple amps for this one bulb, I can now use the same couple amps and have a small SUN!"
Advanced topic:
LED's can also be dimmed, FUNCTIONALLY like the dial dimmer light switch in your house. In PRACTICE, they are typically dimmed using Pulse Width Modulation (PWM) which takes advantage of the fact that electronics are fast and the human eye is really kind of slow. A PWM circuit would be designed to turn the LED's on at full brightness for say, 10% of every time period T, and leave it off for the rest. As the control is increased, the amount of time that the LED is on (always at full brightness) increases, and your eye perceives that as a brighter light, rather than as a faster flash.
LED's are available with different colors, and certain kinds can be used to create thousands of different colors with the same LED. If you are just looking for White, there are even different colors of white available. And here is where the Artsy-Fartsy people start sticking THEIR strange language into electronics, Warm-white, Cool-white, Bright-white, Pure-white, Natural-white.

WHAT? I just want something to read my data sheets with!
WoodSmith