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Statistics
a year ago
When you split a population for A/B testing, what are some reasons you could see a significant difference in the control and variant groups?
Data Scientist

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Dollar Shave Club

Rivian

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a year ago
ML System Design
2 years ago
How would you go about building a search engine that enables users to look for specific topics within transcripts of podcasts?
Data Scientist

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Uber Logo

Uber

Asana Logo

Asana

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2 years ago
Analytics Case
2 years ago
How do you incorporate uncertainty into your predictions of a user's lifetime value?
Data Scientist

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Mozilla Logo

Mozilla

Twilio Logo

Twilio

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2 years ago
ML Knowledge
2 years ago
What is the significance of batch normalization and dropout in the machine learning domain?
Data Scientist

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LendingClub Logo

LendingClub

Atlassian Logo

Atlassian

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2 years ago
Behavioral
2 years ago
If you were to get the Data Scientist job, how would you improve DocuSign?
Data Scientist

DocuSign

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2 years ago
ML Knowledge
2 years ago
Explain how the bias-variance tradeoff functions in machine learning, and can you describe a specific scenario where this tradeoff has had a significant effect on a model's performance?
Data Scientist

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Asana Logo

Asana

Sprinklr Logo

Sprinklr

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2 years ago
ML Knowledge
2 years ago
Why are researchers and data scientists increasingly interested in dimensionality reduction, and what problems does it solve?
Data Scientist

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OpenDoor Logo

OpenDoor

Atlassian Logo

Atlassian

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2 years ago
Behavioral
2 years ago
How did you come up with your most innovative idea?
Data ScientistML Engineering ManagerData Science ManagerData Engineering Manager

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SPS Commerce Logo

SPS Commerce

Grover Logo

Grover

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2 years ago
ML Knowledge
2 years ago
Can you name some time series analysis models that serve as alternatives to ARIMA?
Data Scientist

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Benchling Logo

Benchling

Broadcom Logo

Broadcom

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2 years ago
Statistics
2 years ago
Define right-skewed and left-skewed distributions. Where would you find the mean and median in these distributions compared to a normal distribution?
Data Scientist

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Workday Logo

Workday

CrowdStrike Logo

CrowdStrike

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2 years ago

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