Parallel computing involves splitting a task into subtasks that can be executed simultaneously on multiple processors to obtain results faster, while sequential computing involves executing tasks in order on a single processor. Some key differences are that parallel computing can execute multiple instructions at once without limitations on speed using multiple fast processors, while sequential computing can only execute one instruction at a time with limited speed on a single processor. Parallel computers are multiprocessor systems, while sequential computers are uniprocessor systems.