Oil spills can be cleaned up using mechanical methods, such as skimmers and booms, chemical dispersants, and biological agents like bacteria that break down oil. Prevention involves strict adherence to safety measures, regular inspection of pipelines and tankers, using double-hulled ships, and improving oil handling and storage practices.