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Interview Questions

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When designing an experiment, how do you determine which metrics you should use? What makes a good metric?
How would you write a test for a coin flip function?
Write a function to simulate 25 coin flips with 50/50 probability. Return the number of heads.
Biased Coin Flip Histogram
3 answers
Design a personalized newsfeed.
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Design a product ranking system for Amazon shopping.
Build a dynamic pricing system.
1 answer
Predict user behavior after product updates.
1 answer
Design an image classifier.
Design blurring for Google Street View.
Classify social media posts by topic.
Assess the difficulty of a Duolingo language test.
Predict the optimal time for commercials on Hulu.
Design a system to filter duplicate schools on Facebook.
1 answer
Design a system to filter restricted products on eBay.
Design a shape-detection system.
Design a system to detect trigger words in an audio clip.
Design a system to filter offensive comments.
Design an automatic recycling bin.
Design a system to recommend similar homes on Airbnb.

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