Ml Engineer Interview Questions

2,760 ml engineer interview questions shared by candidates

Can you tell me about one of your projects in details? Why did you choose this alg? What else would you consider doing to improve? Which metrics are the best for training data with an unbalanced dataset? What if the positive class is patient diseases?
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ML Engineer

Interviewed at Olive

2.7
Jan 3, 2022

Can you tell me about one of your projects in details? Why did you choose this alg? What else would you consider doing to improve? Which metrics are the best for training data with an unbalanced dataset? What if the positive class is patient diseases?

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?

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