What is one of the many inventions created by Muslim scholars during the Golden Age of Islam?

Muslim mathematicians, especially al-Khwarizmi, developed algebra as a systematic field of mathematics during the Golden Age of Islam. The astrolabe existed before this period, although Muslim scholars improved and used it extensively. So the correct choice is algebra.

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