Machine Learning Software Engineer Interview Questions

8,212 machine learning software engineer interview questions shared by candidates

What is the difference between supervised and unsupervised learning? What is overfitting, and how can you prevent it? What is the purpose of splitting a dataset into training, validation, and test sets? How do you evaluate a classification model? Name some common metrics.
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Machine Learning Engineer Intern

Interviewed at Telecom Egypt

3.4
Jun 29, 2026

What is the difference between supervised and unsupervised learning? What is overfitting, and how can you prevent it? What is the purpose of splitting a dataset into training, validation, and test sets? How do you evaluate a classification model? Name some common metrics.

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