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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

Precision/Recall Tradeoff

Easy

McKinsey

Assumptions of Linear Regression

Easy

Blackstone

Real Estate Modelling

Medium

LinkedIn

Connection Request Spam

Medium

Robinhood

Modeling User Churn

Hard

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Easy

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Medium

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Hard

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