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StatisticsML Knowledge
9 months ago
How would you describe PCA and what drawbacks might it have?
Machine Learning EngineerData Scientist
SurveyMonkey Logo

SurveyMonkey

Visa Logo

Visa

Adobe Logo

Adobe

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9 months ago
System Design
9 months ago
What is the distinction between utilizing a load balancer versus a reverse proxy in system design?
Machine Learning Engineer
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SurveyMonkey

Zoox Logo

Zoox

Coinbase Logo

Coinbase

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9 months ago
Coding
a year ago
Given an integer array and a target value, can you write a function that returns all the triplets whose sum is equal to the target value?
Machine Learning Engineer
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SurveyMonkey

Datadog Logo

Datadog

Nuro Logo

Nuro

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a year ago
System Design
a year ago
Design a web-based URL shortener similar to TinyURL.
Machine Learning Engineer
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SurveyMonkey

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a year ago
ML Knowledge
a year ago
Can you describe how to deal with covariate imbalance within machine learning datasets and its effects on model precision?
Machine Learning Engineer
SurveyMonkey Logo

SurveyMonkey

Sprinklr Logo

Sprinklr

Headspace Logo

Headspace

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a year ago
System Design
a year ago
Design a music streaming service like Spotify.
Machine Learning Engineer
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SurveyMonkey

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a year ago
ML Knowledge
a year ago
When we talk about decision trees, how do we consider bias and variance? And, if you wouldn't mind, which do you think is more challenging: high bias or high variance, and give us an explanation for that assertion?
Machine Learning Engineer
SurveyMonkey Logo

SurveyMonkey

Redfin Logo

Redfin

Okta Logo

Okta

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a year ago
ML Knowledge
a year ago
How would you explain the concept of bounding box regression in object detection?
Machine Learning Engineer
SurveyMonkey Logo

SurveyMonkey

PagerDuty Logo

PagerDuty

Bitdefender Logo

Bitdefender

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a year ago
System Design
a year ago
Design a system for managing distributed job queues.
Machine Learning Engineer
SurveyMonkey Logo

SurveyMonkey

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a year ago
ML Knowledge
a year ago
What are the steps involved in performing PCA?
Machine Learning Engineer
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SurveyMonkey

Expedia Logo

Expedia

Zillow Logo

Zillow

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a year 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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