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ML Knowledge
a year ago
What separates batch normalisation from instance normalisation?
Machine Learning EngineerData Scientist

Agoda

Fitbit

Zillow

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a year ago
System Design
a year ago
Design a recommendation system for an e-commerce website.
Machine Learning Engineer

Agoda

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a year ago
ML Knowledge
2 years ago
What techniques would you use to mitigate the effects of an imbalanced dataset?
Machine Learning Engineer

Agoda

Red Hat Logo

Red Hat

DoorDash Logo

DoorDash

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2 years ago
System Design
2 years ago
Develop an algorithm-driven friend suggestion system for social networks.
Machine Learning Engineer

Agoda

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2 years ago
System Design
2 years ago
Design a system for managing a distributed data versioning system.
Machine Learning Engineer

Agoda

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2 years ago
ML Knowledge
2 years ago
Could you discuss the challenges presented by the curse of dimensionality and how you'd tackle them?
Machine Learning Engineer

Agoda

EPAM Systems Logo

EPAM Systems

DoorDash Logo

DoorDash

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2 years ago
ML Knowledge
2 years ago
In the field of machine learning, what do we mean by overfitting and underfitting? Why is it necessary to keep these phenomena in mind during model development?
Machine Learning Engineer

Agoda

Stitch Fix Logo

Stitch Fix

NetEase Logo

NetEase

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2 years ago
System Design
2 years ago
Design a ride-sharing service like Uber.
Machine Learning Engineer

Agoda

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2 years ago
Coding
2 years ago
Could you demonstrate how to create and display a random normal distribution using a function?
Machine Learning Engineer

Agoda

Zillow

Expedia Logo

Expedia

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2 years ago
Behavioral
2 years ago
Can you explain the usual steps in the life cycle of an ML project from the ground up?
Machine Learning Engineer

Agoda

Rubrik Logo

Rubrik

Rakuten Logo

Rakuten

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2 years ago

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

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