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ML System Design 1 — all 10 problems
Design real-world ML systems — architecture, feature engineering, model selection, and production deployment.
System Architecture
- Spam Email Detection PipelineEasy
- Movie Recommendation EngineEasy
- Customer Churn Prediction SystemEasy
- Credit Card Fraud Detection SystemMedium
- Real-Time Pricing EngineMedium
- Demand Forecasting PipelineMedium
- Content Moderation SystemMedium
- Search Ranking SystemHard
- Autonomous Trading Signal GeneratorHard
- Multi-Modal Healthcare Diagnosis SystemHard