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Statistics
a year ago
Can you devise a way to obtain seven integers with uniform probability from a function that has a probability p of returning 1?
Data Scientist

Novartis

Glovo

GOJEK

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a year ago
Behavioral
a year ago
Can you explain to me why you think Novartis is the right fit?
Data Scientist

Novartis

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a year ago
ML Knowledge
a year ago
What would you consider the primary challenges in training deep neural networks with many layers?
Data Scientist

Novartis

Google

Avito Logo

Avito

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a year ago
Behavioral
a year ago
Tell me about a community you are passionate about. If you had a chance to contribute, how would you?
Data ScientistProduct ManagerBackend EngineerTechnical Program Manager

Novartis

eBay Logo

eBay

GlobalBees Logo

GlobalBees

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a year ago
ML Knowledge
a year ago
What are some techniques you use to effectively share the insights of machine learning with stakeholders?
Data Scientist

Novartis

Squarespace Logo

Squarespace

Electronic Arts Logo

Electronic Arts

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a year ago
Metrics and Experimentation
a year ago
What system do you have in place to assess the efficacy of a marketing channel?
Data Scientist

Novartis

Arm Logo

Arm

Gusto Logo

Gusto

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a year ago
Coding
a year ago
How would you go about writing a routine to reverse strings?
Data ScientistMachine Learning Engineer

Novartis

Skyscanner Logo

Skyscanner

StubHub Logo

StubHub

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a year ago
ML Knowledge
a year ago
How would you characterize the balance between bias and variance in machine learning, and do you have an example of a case where this tradeoff has had an impact on the effectiveness of a model?
Data Scientist

Novartis

Asana Logo

Asana

Sprinklr Logo

Sprinklr

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a year ago
ML Knowledge
a year ago
Can you describe the methods used to address the imbalance in a dataset?
Data Scientist

Novartis

Ironclad Logo

Ironclad

Blend Logo

Blend

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a year ago
Analytics Case
a year ago
How would you compare the results of two different search algorithms?
Data Scientist

Novartis

SeatGeek Logo

SeatGeek

Redfin Logo

Redfin

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a year 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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