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ML Knowledge

4 years ago

Could you elaborate on the differences between L1 and L2 regularization techniques for regression analysis, and when using one over the other is justified?

Data Scientist

Duolingo

Grammarly

Transferwise

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4 years ago

ML Knowledge

4 years ago

Could you detail the operational process of a 1D CNN?

Data Scientist

Duolingo

Figma

UberEats

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4 years ago

ML Knowledge

4 years ago

Could you give an overview of what Random Forest is and how it works?

Data Scientist

Duolingo

Digit

Figma

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4 years ago

Behavioral

4 years ago

What's the usual workflow for a Data Science project, from its kickoff to its wrap-up?

Data Scientist

Duolingo

Cisco

Arm

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4 years ago

ML Knowledge

4 years ago

How do you understand the term 'log loss' in evaluating classifiers?

Data ScientistMachine Learning Engineer

Duolingo

Datadog

DocuSign

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4 years ago

Big Data

4 years ago

Please provide a concise explanation of MapReduce and its operational process.,

Data Scientist

Duolingo

Affirm

SurveyMonkey

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4 years ago

Behavioral

4 years ago

Can you describe why you would be a good fit for Duolingo?

Data Scientist

Duolingo

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4 years ago

Product CaseML System DesignML Case

4 years ago

Tell me an approach to design a system (from a Data Science perspective) to alert a user that some value you monitor on one of his server is abnormal / deserve action (anomaly detection on time series) ?

Data Scientist

Duolingo

Stack Overflow

Qualcomm

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4 years ago

Statistics

4 years ago

Please describe the steps you would take to generate an ROC curve using predicted probabilities and true labels.

Data Scientist

Duolingo

IBM

OfferUp

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4 years ago

Behavioral

4 years ago

Tell me about a performance rating that you disagreed with.

Data ScientistFull Stack Software EngineerData AnalystData Engineering Manager

Duolingo

Magic Leap

Proofpoint

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4 years ago

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