Interview Query

Advertisement Matching

Have you seen this question before?

Let’s say that you’re an advertisement company that wants to increase revenue.

You want to effectively match an advertisement to a user.

  1. What metric should you prioritize if you want to maximize revenue: click through rate or conversion rate?
  2. What machine learning algorithm would you use?
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