PC is a general purpose computer. You load the application as and when desired and use. An embedded computer is a purpose programmed computer designed the do the tasks assigned. For example, an embedded computer can be used to control the engine of a car.
Also you can find varietyof embedded PC boards as single board solutions with embedded 486 or pentium. For embedded PC boards you can use standard PC development tools and libraries.