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ML Knowledge
2 years ago
In what scenarios are SVMs advantageous, and when do they fall short?
Data Scientist

Novartis

BuzzFeed

Ubisoft

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2 years ago
Behavioral
2 years ago
How do you earn the trust of a team?
Data ScientistData Engineering ManagerEngineering ManagerUX Designer

Novartis

Western Digital

FleetSmith Logo

FleetSmith

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2 years ago
ML Knowledge
2 years ago
What are the roles of batch normalization and dropout in training deep neural networks?
Data Scientist

Novartis

LendingClub Logo

LendingClub

Atlassian Logo

Atlassian

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2 years ago
Coding
2 years ago
How can you construct a Python-based simulation of Conway’s Game of Life?
Data Scientist

Novartis

Binance Logo

Binance

Shopify Logo

Shopify

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2 years ago
Coding
2 years ago
If you could only use a random number generator, how would you generate independent and identically distributed draws from distribution X?
Data Scientist

Novartis

ClassPass Logo

ClassPass

HubSpot Logo

HubSpot

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2 years ago
ML Knowledge
2 years ago
Between ReLU and sigmoid functions, which one mitigates the vanishing gradient issue more efficiently?
Data ScientistMachine Learning Engineer

Novartis

DigitalOcean Logo

DigitalOcean

Faire Logo

Faire

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2 years ago
Behavioral
2 years ago
Give an example of a time you had to resolve a conflict
Data ScientistFull Stack Software EngineerData AnalystFrontend Engineer

Novartis

Palantir Technologies Logo

Palantir Technologies

Wealthfront Logo

Wealthfront

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2 years ago
Behavioral
2 years ago
Tell us a bit about what you know of Novartis?
Data Scientist

Novartis

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2 years ago
Coding
2 years ago
How can you simulate a fair die roll in code, and what method would you use to confirm its fairness?
Data ScientistMachine Learning Engineer

Novartis

Zenefits Logo

Zenefits

VeriSign Logo

VeriSign

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2 years ago
Statistics
2 years ago
What is the probability that 2X is greater than Y, given that X and Y are independent random variables with uniform distributions and mean equal to 0 and standard deviation equal to 1?
Data Scientist

Novartis

Etsy Logo

Etsy

Juniper Networks Logo

Juniper Networks

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2 years ago

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

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