If you have new user, what is the best recommendation?

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A recommendation system is a type of Information filtering Systems that seeks to predict the rating or the preference a user might give to an item. Basically, a recommendation system is an algorithm that suggests relevant items to users.

Some common Recommendation Systems with Machine Learning are:
1) Collaborative Filtering.
2) Content-based Filtering.
3) Personalized Video Ranker.
4) Candidate Generation Network.
5) Knowledge-based Recommender systems.


1. If you have new user, what is the best recommendation?