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ML Knowledge
3 years ago
How is Gradient Descent integral to the learning process within deep learning models?
Machine Learning Engineer

Agoda

Deliveroo

Ubisoft

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3 years ago
System Design
3 years ago
What are the key components and considerations in designing a low-latency satellite image processing system?
Machine Learning Engineer

Agoda

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3 years ago
Coding
3 years ago
How do you write a Python program to establish a hash table?
Machine Learning Engineer

Agoda

Avito

Amazon Web Services Logo

Amazon Web Services

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3 years ago
ML Knowledge
3 years ago
Can you explain the rationale behind the ROC curve and what AUC stands for?
Machine Learning Engineer

Agoda

Livongo Logo

Livongo

DigitalOcean Logo

DigitalOcean

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3 years ago
ML Knowledge
3 years ago
How do precision and recall differ from each other, and how can they help in assessing the effectiveness of machine learning models? What are some limitations of these metrics that you should be aware of?
Machine Learning Engineer

Agoda

LogMeIn Logo

LogMeIn

Skyscanner Logo

Skyscanner

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3 years ago
System Design
4 years ago
How would you architect a scalable distributed consensus system for a large-scale cluster?
Machine Learning Engineer

Agoda

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4 years ago
System Design
4 years ago
Design a system for managing a distributed consensus algorithm.
Machine Learning Engineer

Agoda

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4 years ago
ML Knowledge
4 years ago
In your experience, what kind of problems can be solved using XGBoosting?
Machine Learning Engineer

Agoda

New Relic Logo

New Relic

GitHub Logo

GitHub

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4 years ago
ML Knowledge
4 years ago
When presented with a high-dimensional dataset in a machine learning challenge, how would you approach it?
Machine Learning Engineer

Agoda

Marqeta Logo

Marqeta

Airtable Logo

Airtable

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4 years ago
ML Knowledge
4 years ago
What is your approach to assessing various algorithms and selecting the most appropriate one for a given machine learning task?
Machine Learning Engineer

Agoda

Skyscanner Logo

Skyscanner

Criteo Logo

Criteo

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4 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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