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Statistics
2 years ago
What is meant by heteroscedasticity?
Data Scientist

Cognizant

Paytm

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2 years ago
Behavioral
2 years ago
Do you find it difficult to manage your workload in your current position?
Data ScientistFull Stack Software EngineerFrontend EngineerQuality Assurance Engineer

Cognizant

Hired

Mailchimp

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2 years ago
ML Knowledge
2 years ago
What does the ROC curve depict and what insights does the AUC provide?
Data Scientist

Cognizant

Mailchimp

Microsoft Logo

Microsoft

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2 years ago
ML Knowledge
2 years ago
How does the curse of dimensionality affect high-dimensional datasets, and what remedy would you apply?
Data Scientist

Cognizant

Groupon Logo

Groupon

New Relic Logo

New Relic

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2 years ago
ML Knowledge
2 years ago
How do you explain the distinction between bias and variance in machine learning?
Data Scientist

Cognizant

Avito Logo

Avito

Mastercard Logo

Mastercard

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2 years ago
Behavioral
2 years ago
What have you learned from a recent failure? How has this failure helped you to become a better Data Scientist?
Data Scientist

Cognizant

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2 years ago
StatisticsCoding
2 years ago
Can you explain the concept of percentiles and demonstrate how to determine the nth percentile in a dataset? Would you be able to write a code for that?
Data Scientist

Cognizant

Ticketmaster Logo

Ticketmaster

Robinhood Logo

Robinhood

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2 years ago
Behavioral
2 years ago
Describe a time when you were proven wrong
Data ScientistEngineering ManagerUX DesignerUX Researcher

Cognizant

nCino Logo

nCino

Grab Logo

Grab

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2 years ago
Analytics Case
2 years ago
Given pairs of characters, evaluate if all the characters could be split into two sets so that the graph is a bipartite
Data Scientist

Cognizant

Postmates Logo

Postmates

HubSpot Logo

HubSpot

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2 years ago
ML Knowledge
2 years ago
Given that you have labels for your clustering problem, what steps would you take to assess the performance of the model?
Data Scientist

Cognizant

Bolt Logo

Bolt

Coursera Logo

Coursera

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2 years ago

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

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