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ML Knowledge
4 years ago
Why is outlier detection essential in data science and machine learning?
Machine Learning Engineer

Agoda

Hitachi

Google

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4 years ago
Coding
4 years ago
How can you map a character array indicating mines to an integer array that counts adjacent mines in minesweeper?
Machine Learning EngineerData Scientist

Agoda

IBM

Workday

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4 years ago
ML Knowledge
4 years ago
Within a neural network, are vanishing gradients more prone to occur near the beginning or the end of the network?
Machine Learning Engineer
Agoda Logo

Agoda

eToro Logo

eToro

Wattpad Logo

Wattpad

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4 years ago
ML Knowledge
4 years ago
What are the benefits and drawbacks of incorporating decision trees into a machine learning model?
Machine Learning Engineer
Agoda Logo

Agoda

Airbnb Logo

Airbnb

Course Hero Logo

Course Hero

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4 years ago
ML Knowledge
4 years ago
When it comes to sharing machine learning results with stakeholders, what steps do you take to ensure they are actionable?
Machine Learning Engineer
Agoda Logo

Agoda

Wattpad Logo

Wattpad

Tinder Logo

Tinder

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4 years ago
ML CaseProduct CaseML System Design
4 years ago
Could you share your approach to developing a demand forecasting model for a ride-sharing service? What data sources and factors would you consider in this process?
Machine Learning Engineer
Agoda Logo

Agoda

Dropbox Logo

Dropbox

Shopee Logo

Shopee

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4 years ago
ML CaseML Knowledge
4 years ago
Can you explain the differences between tabular and multidimensional models, and which among the two is the supported model for Azure analysis services?
Machine Learning Engineer
Agoda Logo

Agoda

SoFi Logo

SoFi

Plaid Logo

Plaid

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4 years ago
ML Knowledge
4 years ago
Have you worked with cross-validation before, which is a method for evaluating the performance of a machine learning model?
Machine Learning Engineer
Agoda Logo

Agoda

Netflix Logo

Netflix

Siemens Logo

Siemens

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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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