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ML Knowledge
3 years ago
What are some of the real-world scenarios where overfitting or underfitting can be problematic for model performance and accuracy? Can you share some examples?
Data Scientist

NetApp

DigitalOcean

Bill.com

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3 years ago
Statistics
3 years ago
Could you demonstrate how to produce a Bernoulli-distributed matrix in Python and normalize each element by column totals?
Data Scientist

NetApp

Patreon

Google

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3 years ago
Product Case
3 years ago
Could you explain the methods you use to predict a brand's future sales performance?
Data Scientist

NetApp

Noom Logo

Noom

StubHub Logo

StubHub

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3 years ago
Statistics
3 years ago
On a square grid where each square has a specific value, what's the highest total you can achieve by traversing from the top left to the bottom right, if you can only move downwards or to the right?
Data Scientist

NetApp

Babylon Health Logo

Babylon Health

Zoom Logo

Zoom

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3 years ago
Behavioral
3 years ago
What would do do if a co-worker consistently shows up late to scheduled meetings?
Data ScientistProgram ManagerFrontend EngineerFull Stack Software Engineer

NetApp

SailPoint Logo

SailPoint

Flexport Logo

Flexport

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3 years ago
Behavioral
3 years ago
How did you come up with your most innovative idea?
Data ScientistML Engineering ManagerData Science ManagerData Engineering Manager

NetApp

SPS Commerce Logo

SPS Commerce

Grover Logo

Grover

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3 years ago
Behavioral
3 years ago
Your most memorable project. Share it with me.
Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

NetApp

Electronic Arts Logo

Electronic Arts

Dropbox Logo

Dropbox

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3 years ago
ML Knowledge
3 years ago
Dimension reduction is an essential aspect of Machine Learning. Could you list some methods used to achieve this and their specific use cases?
Data Scientist

NetApp

Walmart Logo

Walmart

Viber Logo

Viber

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3 years ago
Coding
3 years ago
Could you demonstrate a Python function that calculates the Fibonacci sequence?
Data Scientist

NetApp

Fitbit Logo

Fitbit

Deloitte Logo

Deloitte

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3 years ago
ML Knowledge
3 years ago
Would you mind explaining the Random Forest model and its significance in predictive analytics?
Data Scientist

NetApp

Digit Logo

Digit

Figma Logo

Figma

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3 years ago

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

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