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ML Knowledge
4 years ago
Can you provide a clear explanation of what log loss is?
Machine Learning EngineerData Scientist
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Airbnb

Datadog Logo

Datadog

DocuSign Logo

DocuSign

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4 years ago
ML Knowledge
4 years ago
Could you walk us through the benefits of using LSTM in machine learning and how it differs from other deep learning models? Additionally, can you share any experiences you've had working with LSTM?
Machine Learning Engineer
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Airbnb

Ancestry Logo

Ancestry

Motorola Solutions Logo

Motorola Solutions

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4 years ago
System Design
4 years ago
Architect a comprehensive e-commerce platform like Amazon.
Machine Learning Engineer
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Airbnb

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4 years ago
ML KnowledgeML Case
4 years ago
What does the journey of a machine learning model look like from initial training to final deployment?
Machine Learning Engineer
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Airbnb

Palantir Technologies Logo

Palantir Technologies

Virta Logo

Virta

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4 years ago
ML CaseML Knowledge
4 years ago
How does the increasing number of layers in a model complicate its use?
Machine Learning Engineer
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Airbnb

Yelp Logo

Yelp

Sprinklr Logo

Sprinklr

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4 years ago
ML Knowledge
4 years ago
How does the bias-variance tradeoff in machine learning work, and have you ever seen this tradeoff become evident in the outcomes of a model? If so, could you share an example?
Machine Learning Engineer
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Airbnb

Palo Alto Networks Logo

Palo Alto Networks

GoCardless Logo

GoCardless

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4 years ago
Coding
4 years ago
Can you explain how one might go about finding the common ancestors between two people listed in a family tree?
Machine Learning Engineer
Airbnb Logo

Airbnb

Reddit Logo

Reddit

Yandex Logo

Yandex

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4 years ago
Coding
4 years ago
Which item in this array is the 18th largest according to its numerical value?
Machine Learning Engineer
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Airbnb

Andela Logo

Andela

Plaid Logo

Plaid

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4 years ago
ML Knowledge
4 years ago
What distinguishes a CNN from an RNN in machine learning paradigms?
Machine Learning Engineer
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Airbnb

Expedia Logo

Expedia

Samsara Logo

Samsara

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

Mapbox Logo

Mapbox

LiveRamp Logo

LiveRamp

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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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