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Refactor MLSD
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Alireza Dirafzoon committed Mar 6, 2023
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# 2. ML System Design Sample Questions <a name="ml-sys-d-q"></a>

Design a:
- Recommendation System
### Design a:
* ### Recommendation System
- Video recommendation (Netflix, Youtube)
- Friend/follower recommendation (Facebook, Twitter)
- Replacement product recommendation (Instacart)
- Rental recommendation (Airbnb)
- Place recommendation
- Newsfeed system (ranking)
- Search system (retrieval, ranking)
- ### Newsfeed system (ranking)
- ### Search system (retrieval, ranking)
- Google search
- Ads serving system (retrieval, ranking)
- Ads click prediction system (ranking)
- Named entity linking system (tagging, resolution)
- Spam/illegal ads/email detection system
- Fraud detection system
- Autocompletion / Typeahead suggestion system
- Ride matching system
- Language identification system
- Chatbot system
- [Question answering system]()
- Proximity service / Yelp
- Food delivery time
- Self-driving car (Perception, Prediction, Planning)
- Sentiment analysis system
- Healthcare diagnosis system
- ### Ads serving system (retrieval, ranking)
<!-- - Ads click prediction system (ranking) -->
- ### Named entity linking system (tagging, resolution)
- ### Harmful/spam/illegal content detection system (ads/email)
- ### Fraud detection system
- ### Autocompletion / Typeahead suggestion system
- ### Ride matching system
- ### Language identification system
- ### Chatbot system
- ### [Question answering system]()
- ### Proximity service / Yelp
- ### Food delivery time
- ### Self-driving car (Perception, Prediction, Planning)
- ### Sentiment analysis system
- ### Healthcare diagnosis system


# 3. ML System Design Topics <a name="ml-sys-d-t"></a>
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