The word correlation in data science refers to a relationship or connection between data. In many organizations, correlation is beneficial to represent one quantity in terms of its association with others. Let say, sales might improve when the marketing department contributes more to TV ads. Usually, correlation is the first level for understanding these relationships and afterward organizing better marketing and statistical models.