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ML Knowledge
3 years ago
What makes LSTMs an advancement over RNNs in certain scenarios?
Data ScientistMachine Learning Engineer

Asana

Springboard

Instagram

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3 years ago
Behavioral
3 years ago
Describe a time when you failed at work.
Data ScientistSoftware EngineerTechnical Program ManageriOS Engineer

Asana

Epic Systems Logo

Epic Systems

Juul Labs Logo

Juul Labs

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3 years ago
ML Knowledge
3 years ago
Can you describe the concepts of overfitting and underfitting in machine learning? Why is it important to address these concerns when building models?
Data Scientist

Asana

Airbnb Logo

Airbnb

Cure.Fit Logo

Cure.Fit

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3 years ago
Behavioral
3 years ago
Which have been your greatest achievements so far.
Data ScientistEngineering ManagerUX DesignerUX Researcher

Asana

Hailo Logo

Hailo

Magic Leap Logo

Magic Leap

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3 years ago
ML Knowledge
3 years ago
What's your take on the bootstrapping method and its validity in increasing the size of a sample?
Data ScientistMachine Learning Engineer

Asana

Atlassian Logo

Atlassian

Dell Logo

Dell

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3 years ago
Statistics
3 years ago
When do you prefer mean over median? Can you walk me through an example?
Data Scientist

Asana

Onfido Logo

Onfido

Slack Logo

Slack

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3 years ago
Behavioral
3 years ago
Tell me about a time when you had to finish a project with someone you didn't get along with.
Data ScientistData Engineering ManagerEngineering ManagerUX Designer

Asana

Amazon Logo

Amazon

Figma Logo

Figma

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3 years ago
Behavioral
3 years ago
I would like to know a time when you took ownership
Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

Asana

ApplyBoard Logo

ApplyBoard

Naspers Logo

Naspers

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3 years ago
Behavioral
3 years ago
Please give me an example of a time when you demonstrated initiative.
Data ScientistData Science ManagerML Engineering ManagerData Engineering Manager

Asana

Two Sigma Logo

Two Sigma

Citrix Systems Logo

Citrix Systems

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3 years ago
Statistics
3 years ago
How can the principle of regression be conveyed to an executive without relying on statistical jargon?
Data Scientist

Asana

Snowflake Logo

Snowflake

Dollar Shave Club Logo

Dollar Shave Club

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3 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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