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System Design
a year ago
Construct a credit-based purchase model for Agoda.
Machine Learning EngineerSite Reliability Engineering ManagerEngineering ManagerTechnical Program Manager

Agoda

Citrix

Farfetch

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a year ago
System Design
a year ago
Design a social network's friend recommendation system.
Machine Learning Engineer

Agoda

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a year ago
ML Knowledge
a year ago
How has the field of data analytics evolved with the introduction of dimensionality reduction techniques, and what trends do you see emerging in this area?
Machine Learning Engineer

Agoda

Citrix

BetterUp Logo

BetterUp

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a year ago
ML Knowledge
a year ago
How does the Random Forest technique function in the context of decision-making algorithms?
Machine Learning Engineer

Agoda

Ally Logo

Ally

SAP Concur Logo

SAP Concur

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a year ago
ML Knowledge
a year ago
In decision trees, what's the significance of bias and variance? Furthermore, which one presents a bigger issue - high bias or high variance - and what's the justification for that?
Machine Learning Engineer

Agoda

Redfin Logo

Redfin

Okta Logo

Okta

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a year ago
System Design
a year ago
Create a solution for managing replicated data across distributed systems.
Machine Learning Engineer

Agoda

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a year ago
ML Knowledge
a year ago
What are the distinguishing characteristics of K-means and Expectation-Maximization (EM) algorithm?
Machine Learning Engineer

Agoda

Robinhood Logo

Robinhood

Pendo Logo

Pendo

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a year ago
System Design
a year ago
Implement a real-time platform for mobile app analytics.
Machine Learning Engineer

Agoda

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a year ago
ML Knowledge
a year ago
In your opinion, what are some of the most significant benefits of Time Series Forecasting?
Machine Learning Engineer

Agoda

Electronic Arts Logo

Electronic Arts

PagerDuty Logo

PagerDuty

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a year ago
ML Knowledge
a year ago
Can you walk me through the concept of bias and variance in machine learning, and offer a practical illustration of how this tradeoff can be apparent in a model's performance?
Machine Learning Engineer

Agoda

Bloomberg Logo

Bloomberg

Pluralsight Logo

Pluralsight

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a year 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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