Data Science is now the most progressive innovative technologies nowadays that everybody appears to discuss. It evolves as ‘the most promising in-demand career path for skilled professionals of the 21st century ’. While many individuals are heading towards to become a data scientist, it is important to shed light on the positives and negatives of data science and give a real picture.