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Statistics
2 years ago
Are there any external or internal factors that could skew the results of an A/B test between the control and variant groups?
Data Scientist

Criteo

Dollar Shave Club

Rivian

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2 years ago
ML Knowledge
2 years ago
How does the BERT architecture function, and why is it superior to the BiLSTM?
Data Scientist

Criteo

DataRobot Logo

DataRobot

LiveRamp Logo

LiveRamp

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2 years ago
Statistics
2 years ago
Assuming you have a container holding 4 red balls and 2 blue balls, what are the chances of selecting one red ball and one blue ball consecutively without returning the first pick?
Data Scientist

Criteo

Anaplan Logo

Anaplan

HelloFresh Logo

HelloFresh

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2 years ago
Product CaseML Case
2 years ago
How would you design a recommendation system that tracks a user's music listening behavior and uses that data to suggest new songs or artists that they might enjoy? What features or characteristics would you use to model the user's listening history and how would you incorporate those into your recommendation algorithm?
Data Scientist

Criteo

Productboard Logo

Productboard

Shopee Logo

Shopee

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2 years ago
ML Knowledge
2 years ago
In your opinion, what are some of the most significant benefits of Time Series Forecasting?
Data Scientist

Criteo

Careem Logo

Careem

GoCardless Logo

GoCardless

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2 years ago
ML CaseML Knowledge
2 years ago
Could you walk me through the process of training a machine learning model and then deploying it?
Data Scientist

Criteo

Zendesk Logo

Zendesk

Walmart Logo

Walmart

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2 years ago
Coding
2 years ago
In R generate 1000 data points normally distributed, with mean=x, and variance=y. Perform summary stat on the data points, explain stat metrics. Create density plot. Do the same in python script, in codility.com editor
Data Scientist

Criteo

Deliveroo Logo

Deliveroo

Quora Logo

Quora

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2 years ago
Statistics
2 years ago
How do you demystify regression for an audience unfamiliar with statistical terminology?
Data Scientist

Criteo

Snowflake Logo

Snowflake

Dollar Shave Club

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2 years ago
Behavioral
2 years ago
Tell me about a community you are passionate about. If you had a chance to contribute, how would you?
Data ScientistProduct ManagerBackend EngineerTechnical Program Manager

Criteo

eBay Logo

eBay

GlobalBees Logo

GlobalBees

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2 years ago
ML Knowledge
2 years ago
Please describe what techniques you would use to determine the accuracy and effectiveness of a clustering model while working with pre-existing labels.
Data Scientist

Criteo

Bolt Logo

Bolt

Coursera Logo

Coursera

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2 years ago

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

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