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ML Knowledge

3 years ago

Elaborate on the assumptions of linear regression and why they must be considered when analyzing findings generated by regression models.

Data Scientist

Expedia

Patreon

Shopify

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3 years ago

Statistics

3 years ago

What are some potential flaws in the design of an A/B test that could cause significant differences between the control and variant groups?

Data Scientist

Expedia

Riot Games

trivago

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3 years ago

ML Knowledge

3 years ago

How do you weigh the pros and cons of different algorithms when selecting the most appropriate one for a specific machine learning task?

Data Scientist

Expedia

Chegg

Cohesity

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3 years ago

Product Case

3 years ago

What factors would influence your decision-making when it comes to pricing for riders?

Data Scientist

Expedia

Deliveroo

Monzo

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3 years ago

SQL

3 years ago

Write a query to calculate the rolling average of a certain metric over a period of time?

Data Scientist

Expedia

Workday

Udacity

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3 years ago

Statistics

3 years ago

Could you explain your experience with detecting outliers in datasets?

Data Scientist

Expedia

Kraken

Amadeus

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3 years ago

Behavioral

3 years ago

Tell us the most significant achievement you've made? Why?

Data ScientistProgram ManagerTechnical Program ManagerFrontend Engineer

Expedia

BrowserStack

Medium

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3 years ago

ML Knowledge

3 years ago

Can you explain why decision trees might be preferred over other machine learning techniques in certain situations, and vice versa?

Data Scientist

Expedia

Illumina

DocuSign

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3 years ago

Behavioral

3 years ago

What experiences have you had leading a team

Data ScientistSoftware EngineerML Engineering ManagerBackend Engineer

Expedia

AMD

Drive.ai

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3 years ago

ML Knowledge

3 years ago

How does the backpropagation method function step-by-step in neural network optimization?

Data Scientist

Expedia

Splunk

TripAdvisor

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3 years ago

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

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