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ML System Design 2 — all 10 problems
Advanced ML system design problems. Design end-to-end pipelines for real-world applications including news ranking, predictive maintenance, ad prediction, drug discovery, and MLOps platforms.
System Architecture
- Personalized News Feed RankingEasy
- Predictive Maintenance for ManufacturingEasy
- Conversational AI Customer Support BotEasy
- Ad Click-Through Rate PredictionMedium
- Drug Discovery Molecule ScreeningMedium
- Real-Time Language Translation ServiceMedium
- Autonomous Vehicle Decision SystemMedium
- Large-Scale A/B Testing PlatformHard
- Real-Time Anomaly Detection at ScaleHard
- End-to-End MLOps PlatformHard