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09 Machine Learning and AI

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04 ML System Design

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01 Concept

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Newsfeed Ranking Design

Newsfeed Ranking Design

Feb 10, 20261 min read

  • ml-system-design
  • newsfeed
  • ranking
  • interview

Newsfeed Ranking Design

← Back to ML System Design Interview Problems

Design a newsfeed ranking system. Multi-objective optimization (engagement + quality + diversity), freshness signals, personalization, social graph features. Must balance user engagement with content quality and avoid filter bubbles.

Related

  • Recommendation System Design (similar pipeline)
  • Bias and Fairness (avoid filter bubbles and bias)

ml-system-design newsfeed ranking interview


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