Optimize red-ball draw probability, prove optimality
Company: Thumbtack
Role: Data Scientist
Category: Statistics & Math
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates probabilistic reasoning, optimization and mathematical proof skills by asking how to allocate red and blue balls across two boxes to maximize the probability of drawing a red, testing understanding of probability theory, combinatorics and constrained optimization.
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