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ML Knowledge

6 months ago

As a statistical modeling expert, can you describe the assumptions of linear regression, and why it is crucial to consider them when interpreting findings?

Machine Learning Engineer

SurveyMonkey

Comcast

Scribd

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6 months ago

ML Knowledge

6 months ago

What is the difference between batch normalisation and instance normalisation?

Machine Learning EngineerData Scientist

SurveyMonkey

Fitbit

Zillow

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6 months ago

ML Knowledge

6 months ago

What is the principle behind minimum height trees and their construction methodology?

Machine Learning Engineer

SurveyMonkey

Benchling

CrowdStrike

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6 months ago

ML Knowledge

7 months ago

How do bias and variance differ from each other, and what consequences do they have for machine learning?

Machine Learning Engineer

SurveyMonkey

Grab

Qualcomm

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7 months ago

ML Knowledge

8 months ago

What characterizes a DMatrix in the XGBoost framework, and how does this differ from other data formats in gradient boosting methods?

Machine Learning EngineerData Scientist

SurveyMonkey

Prezi

Rivian

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8 months ago

ML Knowledge

8 months ago

Could you contrast Convolutional Neural Networks with Recurrent Neural Networks?

Machine Learning Engineer

SurveyMonkey

Amazon Web Services

OneTrust

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8 months ago

System Design

8 months ago

Design a system that can efficiently handle message persistence, replication, and recovery in failure scenarios.

Machine Learning Engineer

SurveyMonkey

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8 months ago

Product Case

8 months ago

What steps do you take in order to forecast a brand's sales accurately?

Machine Learning Engineer

SurveyMonkey

ClassPass

Meetup

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8 months ago

Coding

9 months ago

Can you sketch out a high-level overview of how to approach the two sum problem using a hash table and maintain a O(n) time complexity?

Machine Learning Engineer

SurveyMonkey

Ripple

SAP

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9 months ago

StatisticsML Knowledge

9 months ago

How would you describe PCA and what drawbacks might it have?

Machine Learning EngineerData Scientist

SurveyMonkey

Visa

Adobe

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9 months 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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