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ML Knowledge

3 years ago

With so many options out there, how do you narrow down which algorithm to use for a specific machine learning problem?

Machine Learning Engineer

Airbnb

Skyscanner

Criteo

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3 years ago

ML Knowledge

3 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

Airbnb

eToro

Wattpad

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3 years ago

System Design

3 years ago

Build a service for compressing URLs like TinyURL.

Machine Learning Engineer

Airbnb

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3 years ago

ML Knowledge

3 years ago

Dimension reduction is an essential aspect of Machine Learning. Could you list some methods used to achieve this and their specific use cases?

Machine Learning Engineer

Airbnb

Zalando

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3 years ago

System Design

3 years ago

Create a recurring billing platform for Airbnb.

Machine Learning EngineerSoftware EngineerTechnical Program ManagerSite Reliability Engineering Manager

Airbnb

GameStop

Marqeta

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3 years ago

Coding

3 years ago

Could you illustrate how to write Python code that computes the Fibonacci numbers?

Machine Learning Engineer

Airbnb

Panasonic

HubSpot

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3 years ago

System Design

3 years ago

Design a system for managing a distributed caching layer.

Machine Learning Engineer

Airbnb

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3 years ago

Product CaseML CaseML System Design

3 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

Airbnb

Dropbox

Shopee

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3 years ago

System Design

3 years ago

Design a system for real-time monitoring of cloud infrastructure.

Machine Learning Engineer

Airbnb

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3 years ago

ML Knowledge

4 years ago

Can you provide a clear explanation of what log loss is?

Machine Learning EngineerData Scientist

Airbnb

Datadog

DocuSign

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4 years ago

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

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