A/B testing, stats, data intuition, product sense
Data Scientist Senior Interview Questions
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KL Divergence, Cross-Entropy, Drichlet, P-Value.
Standard case study questions (but in-depth).
Give an example of experimental design you did
1. talk about your ml background 2. talk about a project you applied ml skills
Discuss how to evaluate a new feature on FB platform
coding challenge was about building a classical ML model
Machine learning algorithm design
If we want to trick users to add their payment method directly in our app rather than using third-party payment like Alipay or Wechat Pay, how should we design the whole system and strategy?
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