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ML Knowledge
a year ago
Could you elaborate on the distinctions between L1 and L2 regularization methods in regression analysis, and when using one is more advantageous than the other?
Data Scientist

Airtable

Grammarly

Transferwise

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a year ago
ML Knowledge
a year ago
What are the benefits of SGD's convergence properties over those of standard gradient descent?
Data Scientist

Airtable

Zillow Logo

Zillow

ByteDance Logo

ByteDance

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a year ago
ML Knowledge
a year ago
How do you calculate both precision and recall in a data-driven analysis?
Data Scientist

Airtable

Verizon Logo

Verizon

Cisco Logo

Cisco

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a year ago
Statistics
a year ago
What are your thoughts on heteroscedasticity.
Data Scientist

Airtable

Paytm Logo

Paytm

LogMeIn Logo

LogMeIn

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a year ago
ML Knowledge
a year ago
Could you discuss the disparity between bias and variance in machine learning?
Data Scientist

Airtable

Avito Logo

Avito

Mastercard Logo

Mastercard

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a year ago
Behavioral
a year ago
Please describe one conflict scenario that you have dealt with
Data ScientistFull Stack Software EngineerData AnalystFrontend Engineer

Airtable

Palantir Technologies Logo

Palantir Technologies

Wealthfront Logo

Wealthfront

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a year ago
Analytics Case
a year ago
How would you compare the results of two different search algorithms?
Data Scientist

Airtable

SeatGeek Logo

SeatGeek

Redfin Logo

Redfin

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a year ago
Behavioral
a year ago
Share a time when you were challenged in public.
Data ScientistData Science ManagerML Engineering ManagerData Engineering Manager

Airtable

Orange Logo

Orange

Nubank Logo

Nubank

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a year ago
Behavioral
2 years ago
What was your most innovative idea? How did you come up with it, and how did you implement it?
Data ScientistData Engineering ManagerEngineering ManagerUX Designer

Airtable

NetApp Logo

NetApp

Bill.com Logo

Bill.com

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2 years ago
Statistics
2 years ago
What are the ways to minimize residuals on a different statistical model?
Data Scientist

Airtable

Amazon Web Services Logo

Amazon Web Services

Monzo Logo

Monzo

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2 years ago

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

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