Textures are how you add detail to a surface that would otherwise be a flat solid color, just the same as how a wallpaper can add more detail to a flat wall for example. They are usually used to convey what material a surface is made out of, for example bricks, wood, grass, metal and so on.

Textures are very helpful in visualizing how a model will look when brought to life.