How do you design a recommendation system?

1.	How do you design a recommendation system?
Answer» RECOMMENDATION systems are used for helping users identify what they want efficiently by assisting them by offering various CHOICES and alternatives based on their history or interests. What are some of the Required FEATURES? Discuss what kind of recommendation system is required - whether it is for movies, e-commerce WEBSITES, songs etc. What are some of the common problems encountered? Figure out how to recommend fresh and relevant CONTENT in real-time. Possible tips for consideration: Discuss how to use the Eval component for understanding the working of the system. Discuss how to train a collaborative filtering approach.

Answer»

RECOMMENDATION systems are used for helping users identify what they want efficiently by assisting them by offering various CHOICES and alternatives based on their history or interests.

What are some of the Required FEATURES?
- Discuss what kind of recommendation system is required - whether it is for movies, e-commerce WEBSITES, songs etc.
What are some of the common problems encountered?
- Figure out how to recommend fresh and relevant CONTENT in real-time.
Possible tips for consideration:
- Discuss how to use the Eval component for understanding the working of the system.
- Discuss how to train a collaborative filtering approach.

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How do you design a recommendation system?

How do you design a recommendation system?

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