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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

Asana

Bolt

Coursera

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2 years ago
Behavioral
2 years ago
How did you learn from a recent failure? How does it help you in your new Data Scientist role?
Data Scientist

Asana

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2 years ago
Behavioral
2 years ago
What are your strategies for earning your team's trust?
Data ScientistEngineering ManagerUX DesignerUX Researcher

Asana

Gupshup Logo

Gupshup

RentoMojo Logo

RentoMojo

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2 years ago
Product Case
2 years ago
How to calculate retention rate for a product?
Data Scientist

Asana

OpenDoor Logo

OpenDoor

Faire Logo

Faire

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2 years ago
Coding
2 years ago
Write a function that can identify the subarray of length k with the maximum sum from a given array of integers.
Data Scientist

Asana

Splunk Logo

Splunk

Cloudera Logo

Cloudera

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2 years ago
Behavioral
2 years ago
Can you share with me the most innovative idea you have had? How did you develop it, and how did you implement it?
Data ScientistData Engineering ManagerEngineering ManagerUX Designer

Asana

NetApp Logo

NetApp

Bill.com Logo

Bill.com

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2 years ago
Statistics
2 years ago
How do normal and Poisson distributions function, and what separates the two statistically?
Data Scientist

Asana

InVision Logo

InVision

Andela Logo

Andela

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2 years ago
Behavioral
2 years ago
Describe a conflict with your manager.
Data ScientistTechnical Program ManagerSoftware EngineerBackend Engineer

Asana

Nuro Logo

Nuro

Sendbird Logo

Sendbird

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2 years ago
Statistics
2 years ago
What are the key factors you would consider when deciding whether to use a Gaussian mixture model for a particular data set?
Data Scientist

Asana

CrowdStrike Logo

CrowdStrike

Ticketmaster Logo

Ticketmaster

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2 years ago
Behavioral
2 years ago
Tell me about a time when you went above and beyond
Data ScientistProgram ManagerFrontend EngineerFull Stack Software Engineer

Asana

Figma Logo

Figma

Duolingo Logo

Duolingo

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2 years ago

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

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