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ML Knowledge
3 years ago
In object detection, how is the bounding box regressor applied?
Machine Learning Engineer

Airbnb

Google

Venmo

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3 years ago
ML Knowledge
3 years ago
What are some of the prerequisites for clean data when it comes to machine learning, and how do you ensure they are all met?
Machine Learning Engineer

Airbnb

Roku Logo

Roku

Robinhood Logo

Robinhood

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3 years ago
System Design
3 years ago
Architect a platform for tracking and resolving customer support tickets.
Machine Learning Engineer

Airbnb

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3 years ago
System Design
3 years ago
Design a food delivery system like DoorDash.
Machine Learning Engineer

Airbnb

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3 years ago
ML Knowledge
3 years ago
What does outlier detection entail in statistical data processing?
Machine Learning Engineer

Airbnb

Hitachi Logo

Hitachi

Google

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3 years ago
ML Knowledge
3 years ago
How many different methods are there for selecting samples?
Machine Learning Engineer

Airbnb

ZocDoc Logo

ZocDoc

Virta Logo

Virta

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3 years ago
Coding
3 years ago
Given a DAG, write a function to return the length of the longest path.
Machine Learning EngineerData Scientist

Airbnb

Scribd Logo

Scribd

Plaid Logo

Plaid

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3 years ago
System Design
3 years ago
Develop a machine learning pipeline optimized for distributed training.
Machine Learning Engineer

Airbnb

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3 years ago
ML Knowledge
3 years ago
How does the convergence mechanism of SGD provide benefits over that of regular gradient descent?
Machine Learning Engineer

Airbnb

Squarespace Logo

Squarespace

Verizon Logo

Verizon

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3 years ago
ML Knowledge
3 years ago
In what ways are linear and logistic regression fundamentally different?
Machine Learning Engineer

Airbnb

Slack Logo

Slack

StubHub Logo

StubHub

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3 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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