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System Design
2 years ago
Implement a distributed data migration management platform.
Machine Learning Engineer

Novartis

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2 years ago
ML Knowledge
2 years ago
Can you discuss your strategies for managing skewed data during model assessment and the metrics that apply?
Machine Learning EngineerData Scientist

Novartis

SeatGeek

Chime

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2 years ago
ML Knowledge
2 years ago
What's the role of a bounding box regressor in the realm of object detection?
Machine Learning Engineer

Novartis

Google

Venmo Logo

Venmo

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2 years ago
ML Knowledge
2 years ago
Gradient issues can be frustrating in deep learning. What are your tried-and-tested techniques to manage these problems?
Machine Learning Engineer

Novartis

Dropbox Logo

Dropbox

Sendbird Logo

Sendbird

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2 years ago
ML Knowledge
2 years ago
In simple terms, what does the Random Forest algorithm do, and why is it useful?
Machine Learning Engineer

Novartis

ASML Logo

ASML

TripAdvisor Logo

TripAdvisor

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2 years ago
ML Knowledge
2 years ago
What is the importance of the ROC curve in the context of machine learning?
Machine Learning Engineer

Novartis

Amazon Web Services Logo

Amazon Web Services

Tableau Logo

Tableau

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2 years ago
ML Knowledge
2 years ago
Could you explain the disparities between k-means clustering and the k-nearest neighbor algorithm?
Machine Learning Engineer

Novartis

Postmates Logo

Postmates

Nubank Logo

Nubank

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2 years ago
System Design
2 years ago
What are the key considerations when designing a highly available and secure distributed data lake?
Machine Learning Engineer

Novartis

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2 years ago
System Design
2 years ago
Design a system for online advertising.
Machine Learning Engineer

Novartis

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2 years ago
ML Knowledge
2 years ago
When it comes to machine learning, what do we mean by overfitting and underfitting, and why are they factors to bear in mind throughout model development?
Machine Learning Engineer

Novartis

HubSpot Logo

HubSpot

AppDynamics Logo

AppDynamics

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2 years ago

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*All interview questions are submitted by recent Novartis Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at Novartis.

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