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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
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Novartis

Etsy Logo

Etsy

Juniper Networks Logo

Juniper Networks

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2 years ago
ML Knowledge
2 years ago
In your opinion, what makes feature selection so significant in the context of machine learning?
Data Scientist
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Novartis

Swiggy Logo

Swiggy

Noon Logo

Noon

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2 years ago
Coding
2 years ago
Could you illustrate how to implement a binary search and elaborate on its time complexity? Is there potential for making it more efficient?
Data Scientist
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Novartis

Bitdefender Logo

Bitdefender

Mailchimp Logo

Mailchimp

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2 years ago
Behavioral
2 years ago
What steps does a Data Science project generally take from its commencement to its culmination?
Data Scientist
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Novartis

Cisco Logo

Cisco

Arm Logo

Arm

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2 years ago
Statistics
2 years ago
If you have a margin of error of 3 with a sample size of n, how many more samples do you need to collect to reduce the margin of error to 0.3?
Data Scientist
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Novartis

TikTok Logo

TikTok

Palo Alto Networks Logo

Palo Alto Networks

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2 years ago
ML Case
2 years ago
How would you architect a model to proficiently discern objects present in a single frame?
Data Scientist
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Novartis

Instacart Logo

Instacart

OfferUp Logo

OfferUp

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2 years ago
ML Knowledge
2 years ago
What do you understand by the term perceptron?
Data Scientist
Novartis Logo

Novartis

Blend Logo

Blend

Lattice Logo

Lattice

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2 years ago
Behavioral
2 years ago
What made you choose to apply to this company?
Data ScientistFull Stack Software EngineerFrontend EngineerProgram Manager
Novartis Logo

Novartis

Centrica Logo

Centrica

Pandora Logo

Pandora

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2 years ago
ML Knowledge
2 years ago
Would you be able to provide me with some instances where overfitting and underfitting are common in real-world situations? What are the implications for model accuracy and performance?
Data Scientist
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Novartis

DigitalOcean Logo

DigitalOcean

Bill.com Logo

Bill.com

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2 years ago
ML Knowledge
2 years ago
In what ways do the K-means algorithm and the Expectation-Maximization (EM) algorithm differ?
Data Scientist
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Novartis

Chewy Logo

Chewy

Wayfair Logo

Wayfair

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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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