Linear Programming - worth learning?

I just learned what you could solve with linear programming and how to formulate a linear programming problem mathematically.

There are libraries and mathematical software that can then solve it for you. Is it worth learning the algorithms or you can use them without understanding them? I know there are Simplex, revised Simplex, Interior point methods etc. But could you figure out easily which one fits your problem or do you need deeper knowledge?