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.

Very hard Difficulty

Very-hard questions are the ultimate test of your expertise and preparation. They demand not just knowledge, but creativity and strategic thinking, often addressing unique or highly technical aspects of your field.

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.

Here's a Hint

Discuss collaborative filtering, content-based filtering and hybrid approaches while considering both explicit user feedback and implicit behavioral signals.