Ml Engineer Interview Questions

2,750 ml engineer interview questions shared by candidates

Explain the Bias-Variance Tradeoff. How does it impact model performance? What is overfitting, and how do you prevent it in a machine learning model? Can you describe the difference between supervised and unsupervised learning? Provide examples of each. What is the curse of dimensionality, and how does it affect machine learning models?
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ML Engineer

Interviewed at Digiquest Academy

5
Dec 31, 2023

Explain the Bias-Variance Tradeoff. How does it impact model performance? What is overfitting, and how do you prevent it in a machine learning model? Can you describe the difference between supervised and unsupervised learning? Provide examples of each. What is the curse of dimensionality, and how does it affect machine learning models?

Machine Learning technical interview. Both conceptual and code. Optimization -- describe properties of functions and analytically compute minimas. Implement SGD to find minimas numerically. Repeat implementation with backprop -- chain rule.
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AI/ML Intern

Interviewed at Cruise

3.3
Dec 22, 2023

Machine Learning technical interview. Both conceptual and code. Optimization -- describe properties of functions and analytically compute minimas. Implement SGD to find minimas numerically. Repeat implementation with backprop -- chain rule.

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