CF is basically a technique used to to create a personalized recommendation system on the web. In Collaborative Filtering, algorithms are used to make automatic predictions of users interest by compiling other users present in the same platform, for example, you regular buyer at Amazon.com next time when you want to buy something it automatically suggests you products based on your previous history of buying and customers who have similar profile created like you by their purchasing history.