Index/Worked designs

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CourseML System Design · 0925 minPremium

Worked designs

Three classic prompts answered end to end in the shape of a real round: news-feed ranking, ad click-through prediction and payment fraud scoring, each taken through requirements, framing and metrics, data and labels, features, models, serving, evaluation and monitoring, with weak and strong answers at the moments interviewers probe.

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What’s inside

  • 1. News-feed ranking
  • 2. Ad click-through prediction
  • 3. Payment fraud scoring
  • The three, side by side
  • Drills
  • Check yourself