Generate Uniform Samples and Estimate Percentiles

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Quick Overview

Solve two Google statistics questions: sample uniformly from a square using rand01 and estimate percentiles from histogram buckets using cumulative counts and interpolation.

Generate Uniform Samples and Estimate Percentiles

Company: Google

Role: Data Scientist

Category: Statistics & Math

Difficulty: medium

Interview Round: Technical Screen

Overview: Solve two Google statistics questions: sample uniformly from a square using rand01 and estimate percentiles from histogram buckets using cumulative counts and interpolation.

Read the full Google Data Scientist interview experience this question came from

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Mar 27, 2025
mediumData ScientistTechnical ScreenStatistics & Math
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