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Behavioral
2 years ago
Share with me an instance of failure at your work.
Data ScientistTechnical Program ManagerSoftware EngineerML Engineering Manager

Taboola

Capital One

TuSimple

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2 years ago
Behavioral
2 years ago
I want to ask you about a time when you failed in your job.
Data ScientistSoftware EngineerTechnical Program ManageriOS Engineer

Taboola

Epic Systems Logo

Epic Systems

Juul Labs Logo

Juul Labs

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2 years ago
ML Knowledge
2 years ago
How can you use information theory to compare different language models? Can you provide an example of how this could be applied to evaluate the performance of two models?
Data Scientist

Taboola

Glovo Logo

Glovo

Walmart Logo

Walmart

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2 years ago
ML Knowledge
2 years ago
How does Gradient Descent facilitate the training regimen of deep learning models?
Data Scientist

Taboola

Booking.com Logo

Booking.com

BetterUp Logo

BetterUp

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2 years ago
ML KnowledgeStatistics
2 years ago
Walk us through the basic principles of Naive Bayes algorithm. How do you determine the threshold for classification in your Naive Bayes model?
Data Scientist

Taboola

American Express Logo

American Express

WorldRemit Logo

WorldRemit

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2 years ago
Coding
2 years ago
Can you code a fair dice roll using a random number generator and demonstrate its fairness?
Data ScientistMachine Learning Engineer

Taboola

Zenefits Logo

Zenefits

VeriSign Logo

VeriSign

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2 years ago
Coding
2 years ago
What is the sum of the maximum sum path that goes through the root of a given tree?
Data Scientist

Taboola

Noom Logo

Noom

Airbnb Logo

Airbnb

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2 years ago
ML Knowledge
2 years ago
In supervised learning models, what differentiates bagging from boosting, and how do they impact the bias and variance of the model?
Data Scientist

Taboola

Peloton Logo

Peloton

Niantic Logo

Niantic

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2 years ago
ML Knowledge
2 years ago
What methods have you found useful for determining the most appropriate value of "k" for a given dataset using the K-means algorithm?
Data Scientist

Taboola

Grammarly Logo

Grammarly

Ola Logo

Ola

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2 years ago
Analytics Case
2 years ago
What factors would you consider when comparing and contrasting the outcomes of two different search algorithms?
Data Scientist

Taboola

SeatGeek Logo

SeatGeek

Redfin Logo

Redfin

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2 years ago

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

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