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If you are interviewing at Meta, Google, Amazon, or any major tech firm, you will likely encounter a variation of the problems above. For example, one recent successful Meta MLE candidate specifically referenced preparing for a "post recommendation system" using the , focusing heavily on candidate generation, ranking, and A/B testing. machine learning system design interview pdf alex xu
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