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Could someone tell me what is collaborative filtering in machine learning?

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Collaborative Filtering or CF is the technique deployed to identify the taste of a particular user based on the data collected from his past watching history and recommends him/her next set of videos or content that they might wish for or like to watch or see. CF technique makes informed predictions based on the user’s data.

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