Question - What are the Two Main Types of Filtering in Machine Learning? Explain.
Answer -
The two types of filtering are:
- Collaborative filtering
- Content-based filtering
Collaborative filtering refers to a recommender system where the interests of the individual user are matched with preferences of multiple users to predict new content.
Content-based filtering is a recommender system where the focus is only on the preferences of the individual user and not on multiple users.