Data Mining In Astronomy involves the Extraction of meaningful patterns and Knowledge from large datasets generated by Telescopes and simulations, enabling astronomers to make discoveries that would be impossible through Traditional observational methods. This process leverages Advanced computational techniques to handle the Vast and complex datasets, facilitating insights into the structure and Evolution of the universe.