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ML Knowledge

2 years ago

Why does high-dimensional data lead to the curse of dimensionality and what countermeasures can you suggest?

Machine Learning Engineer

SurveyMonkey

EPAM Systems

DoorDash

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2 years ago

ML CaseML System DesignProduct Case

2 years ago

What is your proposed technique for implementing time series anomaly detection in order to identify unusual activity on a server and notify users in real time?

Machine Learning Engineer

SurveyMonkey

Wealthfront

Palantir Technologies

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2 years ago

Coding

2 years ago

Could you demonstrate how to process a minesweeper board array and output the mine counts for each cell?

Machine Learning EngineerData Scientist

SurveyMonkey

DataRobot

Zoox

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2 years ago

System Design

2 years ago

Develop a distributed task queue platform for large-scale systems.

Machine Learning Engineer

SurveyMonkey

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2 years ago

ML Knowledge

2 years ago

Can you explain the process of k-means clustering and whether it assures a global optimum solution? Additionally, demonstrate how you would implement this with an N*D matrix.

Machine Learning Engineer

SurveyMonkey

Wish

Riot Games

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2 years ago

System Design

2 years ago

Implement a system for managing distributed CI/CD processes.

Machine Learning Engineer

SurveyMonkey

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2 years ago

System Design

2 years ago

How would you approach designing a database cluster that can handle mixed read-write workloads?

Machine Learning Engineer

SurveyMonkey

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2 years ago

Coding

2 years ago

Let's assume we can only use a random number generator. What steps would you take to generate i.i.d. draws from distribution X?

Machine Learning Engineer

SurveyMonkey

IBM

Intel

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2 years ago

ML Knowledge

2 years ago

Can you describe the concepts of overfitting and underfitting in machine learning? Why is it important to address these concerns when building models?

Machine Learning Engineer

SurveyMonkey

Stitch Fix

NetEase

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2 years ago

System Design

2 years ago

Design a file sharing system like Dropbox.

Machine Learning Engineer

SurveyMonkey

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2 years ago

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

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