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ML Knowledge
3 years ago
Could you discuss the computational complexity involved in training an SVM? What is the time complexity associated with making predictions using a trained SVM? How does the choice of kernel in an SVM affect the time complexity for both training and inference?
Machine Learning Engineer

Agoda

Mayo Clinic

ASML

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3 years ago
ML CaseProduct Case
3 years ago
How would you craft a recommendation service that reflects a user's auditory preferences, and what historical listening details would you leverage?
Machine Learning Engineer

Agoda

Square Logo

Square

StubHub Logo

StubHub

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3 years ago
ML Knowledge
3 years ago
Can you discuss the main differences between Lasso and Ridge regression models, and how would you select which one to use for a given problem?
Machine Learning Engineer

Agoda

Snap Logo

Snap

Headspace Logo

Headspace

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3 years ago
Coding
3 years ago
Could you outline an algorithm for decoding strings with hierarchical nested parentheses?
Machine Learning Engineer

Agoda

Mapbox Logo

Mapbox

LiveRamp Logo

LiveRamp

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3 years ago
System Design
3 years ago
Design a real-time chat application.
Machine Learning Engineer

Agoda

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3 years ago
ML KnowledgeStatistics
3 years ago
Could you guide us through the Naive Bayes algorithm and the basis for setting its classification threshold?
Machine Learning Engineer

Agoda

Amazon Logo

Amazon

Peloton Logo

Peloton

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3 years ago
System Design
3 years ago
Architect a solution for processing user authentication in real-time.
Machine Learning Engineer

Agoda

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3 years ago
ML Knowledge
3 years ago
What are some techniques used to reduce dimensionality, and how are they applied in Machine Learning?
Machine Learning Engineer

Agoda

Zalando Logo

Zalando

Pinterest Logo

Pinterest

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3 years ago
ML CaseProduct Case
3 years ago
What patterns have you observed in rider requests, and what do you think is causing them?
Machine Learning Engineer

Agoda

Blend Logo

Blend

Reddit Logo

Reddit

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3 years ago
System Design
3 years ago
Design a ranking and scoring system for games.
Machine Learning Engineer

Agoda

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3 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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