Machine Learning Interview Questions

Data Scientists and ML Engineers can expect ML interview questions that cover linear and logistic regression, random forests, PCA, and neural networks. ML Interviews also cover model training, evaluation, and model deployment. FAANG companies also ask statistics interview questions to make sure your ML knowledge is built on a solid foundation.

CompanyTitleDifficulty
BCG Gamma icon

BCG Gamma

Precision/Recall Tradeoff

Easy
McKinsey icon

McKinsey

Assumptions of Linear Regression

Easy
Blackstone icon

Blackstone

Real Estate Modelling

Medium
LinkedIn icon

LinkedIn

Connection Request Spam

Medium
Robinhood icon

Robinhood

Modeling User Churn

Hard

Your Progress

0%

Easy

0/2

Medium

0/2

Hard

0/1

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Career Resources

Free 9-Day Data Interview Crash CourseFree SQL Tutorial for Data AnalyticsUltimate SQL Interview GuideAce the Data Job Hunt Video CourseAce the Data Science InterviewBest Books for Data Analysts