Unleashing the Power of Duo Dynamics: A Novel AI Challenge for Netflix
We're excited to introduce the "Duo Dynamics" AI Engineering Challenge, a cutting-edge problem that delves into the fascinating realm of collaborative filtering and personalized recommendations. This challenge requires innovative solutions that cater to users who enjoy watching content with friends or family, adding a social dimension to the traditional recommendation engine.
Problem Statement:
Imagine a scenario where two or more users, often with diverse viewing histories and preferences, decide to co-watch content. The challenge lies in designing an AI system that can provide each user with a personalized recommendation, taking into account their individual tastes, as well as the collective preferences of the group.
Key Considerations:
- User Embeddings: Develop a robust method to represent individual users and their interactions with content, incorporating both explicit ratings and impli...
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