Ads Click Prediction Design
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Design an ads click-through rate prediction system. Massive scale (billions of predictions/day), real-time bidding, calibration (predicted probability must match actual click rate), explore/exploit for new ads.
Related
- Online Learning (models update continuously)
- Feature Pipeline Pattern (complex real-time features)