In the pursuit of harnessing data effectively, businesses use various strategies like business intelligence and artificial intelligence integration. Accurate and reliable data is very important. Wrong data can cause mistakes and give wrong information. Thus, understanding how to clean or scrub data is essential for anyone involved in business intelligence or AI. This guide will explore data cleaning and provide a simple starting point.