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ML Knowledge
3 years ago
How do you explain overfitting and underfitting in machine learning, and what is their significance in the development of models?
Data Scientist

Roblox

Airbnb

Cure.Fit

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3 years ago
ML Knowledge
3 years ago
What constitutes the BERT model's advantages, and how would you visualize and expound upon its underlying architecture?
Data Scientist

Roblox

GoDaddy

Binance

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3 years ago
ML Knowledge
3 years ago
How would you define an attention model?
Data Scientist

Roblox

Commvault Logo

Commvault

eToro Logo

eToro

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3 years ago
Behavioral
3 years ago
What would you consider your biggest accomplishments in your current role?
Data ScientistData Science ManagerEngineering ManagerUX Designer

Roblox

Tableau Logo

Tableau

N26 Logo

N26

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3 years ago
Coding
3 years ago
What's your approach to implementing a recursion-based function for the nth Fibonacci term?
Data Scientist

Roblox

EPAM Systems Logo

EPAM Systems

SwiftKey Logo

SwiftKey

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3 years ago
Data Visualization
3 years ago
What approaches would you take to graphically represent multi-dimensional datasets?
Data Scientist

Roblox

Sprout Social Logo

Sprout Social

SwiftKey Logo

SwiftKey

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3 years ago
ML CaseML Knowledge
3 years ago
Is relying on R-square values alone for linear regression analysis advisable? Is a low R-square value a definitive sign of poor fit in a linear regression model?
Data Scientist

Roblox

Bloomberg Logo

Bloomberg

HubSpot Logo

HubSpot

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3 years ago
Coding
3 years ago
Explain to me how you would determine the shortest distance a knight can move from position A to B on an infinite chessboard.
Data Scientist

Roblox

Thumbtack Logo

Thumbtack

ByteDance Logo

ByteDance

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3 years ago
Behavioral
3 years ago
What would you consider success?
Data ScientistFull Stack Software EngineerProgram ManagerFrontend Engineer

Roblox

Faire Logo

Faire

Databricks Logo

Databricks

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3 years ago
Coding
3 years ago
What methods would you employ to uncover possible shared origins between two people within their respective family trees?
Data Scientist

Roblox

Onfido Logo

Onfido

Palo Alto Networks Logo

Palo Alto Networks

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3 years ago

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Roblox

Data Scientist

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Metrics and Experimentation
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Roblox

Data Scientist

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ML / Modeling
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Roblox

Data Scientist

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Roblox

Data Scientist

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SQL
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Roblox

Data Scientist

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Resume Review
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Roblox

Data Scientist

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Behavioral

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*All interview questions are submitted by recent Roblox Data Scientist candidates, labelled and categorized by Prepfully, and then published after being verified by Data Scientists at Roblox.

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