End-to-End ML Project- Beginner friendly

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Suppose, we want to build a movie recommendation engine. We are given a dataset of 1000 movies. Now we have to build our model in such a way that when provided with the user's past history(5 movies which he watched recently and liked), it recommends similar movies to the user. Is this task supervised?


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