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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

eBay

Grammarly

Transferwise

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4 years ago
ML Knowledge
4 years ago
Why do you think feature selection is a crucial component of machine learning?
Data Scientist

eBay

Swiggy

Noon

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4 years ago
ML Knowledge
4 years ago
Explain Support Vector Machine.
Data Scientist

eBay

Hitachi Logo

Hitachi

WeWork Logo

WeWork

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4 years ago
SQL
4 years ago
Describe your approach for joining two tables where one table has duplicates.
Data Scientist

eBay

Mastercard Logo

Mastercard

Sprinklr Logo

Sprinklr

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4 years ago
ML Knowledge
4 years ago
What are the significant challenges in training deep neural networks with numerous layers?
Data Scientist

eBay

Google Logo

Google

Avito Logo

Avito

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4 years ago
Statistics
4 years ago
What is meant by the concepts of parametric and non-parametric approaches in statistical analysis, and how do these two methods differ in their assumptions and applicability?
Data Scientist

eBay

Datadog Logo

Datadog

Careem Logo

Careem

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4 years ago
ML Knowledge
4 years ago
In your own words, how do you comprehend Neural Networks and their functionality?
Data ScientistMachine Learning Engineer

eBay

SeatGeek Logo

SeatGeek

Productboard Logo

Productboard

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

eBay

Gupshup Logo

Gupshup

RentoMojo Logo

RentoMojo

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4 years ago
Behavioral
4 years ago
What is the reason behind your search for a new job?
Data ScientistEngineering ManagerUX DesignerUX Researcher

eBay

Sanmina Logo

Sanmina

Dollar Shave Club Logo

Dollar Shave Club

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4 years ago
ML Knowledge
4 years ago
What are the benefits and drawbacks of incorporating decision trees into a machine learning model?
Data Scientist

eBay

Robinhood Logo

Robinhood

Audible Logo

Audible

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4 years ago

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

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