You are given some documents and asked to find prevalent topics in the documents – how do you go about it ?

This is typically called topic modeling. Topic modeling is a type of statistical modeling for discovering the abstract “topics” that occur in a collection of documents. For instance, two statements –  about meals and about food can probably characterized by the same topic though they do not necessarily use the same vocabulary. Topic models typically…