Amazon Machine Learning Engineer interview questions (2024)

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ML Knowledge

7 months ago

Could you explain how you would go about calculating the correlation between a binary variable and a continuous variable?

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7 months ago

ML Knowledge

8 months ago

Can you explain the process of Principal Component Analysis?

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8 months ago

System Design

8 months ago

Design a scalable key-value store across multiple nodes.

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8 months ago

ML Knowledge

8 months ago

How do you approach cleaning and restructuring data to optimize its use in machine learning?

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8 months ago

ML Knowledge

9 months ago

What is the big-O notation for the time complexity of an SVM training process? What governs the time complexity when an SVM model is deployed for making predictions? How does the computational demand vary for SVMs with Linear versus RBF kernels during training and inference?

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9 months ago

System Design

9 months ago

Design a scalable email service.

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9 months ago

ML Knowledge

10 months ago

How do you handle multicollinearity and what VIF values do you consider acceptable?

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10 months ago

ML System Design

10 months ago

Explain how you would create a search engine that lets users find specific topics within podcast transcripts.

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10 months ago

ML Knowledge

a year ago

There are multiple ways to perform hyperparameter tuning with machine learning algorithms. Can you explain the differences between grid search CV and random search CV?

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a year ago

Coding

a year ago

What method would you use to find the dot product between two sparse matrices?

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a year ago

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^*All interview questions are submitted by recent Amazon Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at Amazon.

Amazon Machine Learning Engineer interview questions.

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