Ad Click-Through Rate (CTR) Prediction

The core revenue ML problem at Meta, Google, Twitter, and Amazon — responsible for billions of dollars per year. Tests: wide-and-deep model architecture, sparse feature handling, calibration, and real-time feature serving at massive scale.

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