Data Science, Big Data, Analytics.
you more flexibility in terms of what you want to do with the generated data. But, you have to come up with ways to visualize the data to understand it better. On the other hand, running K-Means Clustering under Analytics view gives you a quick way to visualize the clustered data in various ways