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Explain how you would go about creating a restaurant recommendation system for a social feed? Which machine learning algorithms would be in use for providing recommendations? Give an example of how the algorithm would handle a recommendation scenario.
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Data Analyst
Marketer
General
Discuss collaborative filtering, content-based filtering and hybrid approaches while considering both explicit user feedback and implicit behavioral signals.
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Very hard Difficulty
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ML Case question
ML Case questions present machine learning scenarios to assess your applied AI knowledge. Demonstrate your approach to framing problems, selecting appropriate models, evaluating performance, and deploying machine learning solutions effectively.