The house of Wisdom was set up in Baghdad as it was advised by Prophet Muhammad to pursue learning among Arabs. So Baghdad become the place of wisdom where various ancient civilizations such as Greek, Byzantine, Egyptian, Chinese, Indian and Persian were translated into Arabic.
