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ML Knowledge

a year ago

In the structure of a neural network, are the early or later layers more affected by vanishing gradients?

Data Scientist

GitHub

VeriSign

Viber

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a year ago

Coding

a year ago

Suppose I have a list of words. Is it possible for you to write a function that can pinpoint which of those words are anagrams of other words in that list?

Data Scientist

GitHub

Swiggy

Riot Games

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a year ago

ML Knowledge

a year ago

Could you enumerate different loss functions that you know and their use cases?

Data Scientist

GitHub

Square

Takeaway

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a year ago

Statistics

2 years ago

Can you outline your process for evaluating whether a Gaussian mixture model is appropriate for a specific data set?

Data Scientist

GitHub

CrowdStrike

Ticketmaster

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2 years ago

ML Knowledge

2 years ago

Discuss a machine learning model you have experience with and its underlying principles.

Data ScientistMachine Learning Engineer

GitHub

BuzzFeed

Andela

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2 years ago

Behavioral

2 years ago

Within 1 minute, explain your work experience

Data ScientistProgram ManagerFrontend EngineerFull Stack Software Engineer

GitHub

Epic Games

New Relic

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2 years ago

Coding

2 years ago

Write a method in Python to return the confidence intervals around a mean.

Data Scientist

GitHub

Splunk

Google

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2 years ago

Behavioral

2 years ago

When have you been proved wrong

Data ScientistEngineering ManagerUX DesignerUX Researcher

GitHub

nCino

Grab

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2 years ago

Statistics

2 years ago

Can you go into detail about what the X and Y axes represent on a ROC curve?

Data Scientist

GitHub

Ticketmaster

Robinhood

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2 years ago

Coding

2 years ago

Could you code a function that reverses the order of characters in a string?

Data ScientistMachine Learning Engineer

GitHub

Skyscanner

StubHub

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2 years ago

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

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