Machine Learning Engineer Statistics & Math Interview Questions
Master your tech interview with our curated database of real questions from top companies.
3Questions
235Companies
3 Questions 235 Companies
Showing 3 results
Google
Medium
Machine Learning EngineerGenerate values by weighted probabilities
Weighted Random Sampling Generator (Streaming) You are given: - A list of distinct integers values. - A matching list of nonnegative probabilities (we...
Statistics & Math
0
0
Sep 6, 2025
Tesla
Hard
Machine Learning EngineerExplain and derive importance sampling estimators
Importance Sampling: Estimators, Properties, Optimal Proposals, and ESS Context You want to estimate an expectation under a target distribution p over...
Statistics & Math
0
0
Aug 12, 2025
OpenAI
Medium
Machine Learning EngineerDerive MLE and Bayesian posterior for Bernoulli
Bernoulli/Binomial Inference Task You observe n independent Bernoulli trials with unknown success probability p, and you record k successes (so K ~ Bi...
Statistics & Math
0
0
Aug 11, 2025