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Product CaseML System DesignML Case
6 months ago
A system is needed to detect any unusual behavior on a monitored server and alert the user as soon as possible. How would you design such a system using time series anomaly detection techniques?
Machine Learning Engineer
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Airbnb

Wealthfront Logo

Wealthfront

Palantir Technologies Logo

Palantir Technologies

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6 months ago
ML KnowledgeStatistics
6 months ago
In what way does PCA work and what are some of its cons?
Machine Learning EngineerData Scientist
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Airbnb

Visa Logo

Visa

Adobe Logo

Adobe

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6 months ago
ML Knowledge
7 months ago
What strategies do you utilize to contend with datasets that exhibit a significant class imbalance in binary classification?
Machine Learning Engineer
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Airbnb

eToro Logo

eToro

GitLab Logo

GitLab

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7 months ago
System Design
8 months ago
Create a scalable system for streaming audio and video in real-time.
Machine Learning Engineer
Airbnb Logo

Airbnb

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8 months ago
Coding
8 months ago
What algorithmic steps are involved in combining two sorted arrays into one that is also sorted?
Machine Learning Engineer
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Airbnb

AT&T Logo

AT&T

Glovo Logo

Glovo

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8 months ago
System Design
10 months ago
Design an online reservation system for hotel rooms.
Machine Learning Engineer
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Airbnb

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10 months ago
ML Knowledge
a year ago
What steps do you take to deal with gradient problems in deep learning, and how do you evaluate their effectiveness?
Machine Learning Engineer
Airbnb Logo

Airbnb

Pluralsight Logo

Pluralsight

Taboola Logo

Taboola

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a year ago
ML System Design
a year ago
How would you go about designing the architecture for Bing's image search?
Machine Learning Engineer
Airbnb Logo

Airbnb

DeliveryHero Logo

DeliveryHero

Electronic Arts Logo

Electronic Arts

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a year ago
ML Knowledge
a year ago
How does dimensionality reduction contribute to the field of artificial intelligence and the development of intelligent systems?
Machine Learning Engineer
Airbnb Logo

Airbnb

Citrix Logo

Citrix

BetterUp Logo

BetterUp

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a year ago
ML KnowledgeML Case
a year ago
How familiar are you with implementing NLP techniques within recommender systems?
Machine Learning Engineer
Airbnb Logo

Airbnb

Adyen Logo

Adyen

ThoughtWorks Logo

ThoughtWorks

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a year 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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