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ML Knowledge
4 years ago
How do RNNs and LSTMs vary when it comes to long-term dependency modeling?
Data ScientistMachine Learning Engineer

Airbnb

Springboard

Instagram

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4 years ago
ML Knowledge
4 years ago
What are some challenges that you have faced while performing Time Series Forecasting, and how did you overcome them?
Data Scientist

Airbnb

Careem Logo

Careem

GoCardless Logo

GoCardless

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4 years ago
Statistics
4 years ago
What is the difference between likelihood and probability?
Data Scientist

Airbnb

LendingClub Logo

LendingClub

NetApp Logo

NetApp

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4 years ago
Statistics
4 years ago
In your experience, what are the best practices for minimizing residuals in statistical modelling?
Data Scientist

Airbnb

Amazon Web Services Logo

Amazon Web Services

Monzo Logo

Monzo

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4 years ago
Behavioral
4 years ago
Tell me about a time you had to convince someone that an idea worked, and how you did it?
Data ScientistTechnical Program ManagerSoftware EngineerBackend Engineer

Airbnb

Guidewire Software Logo

Guidewire Software

Remitly Logo

Remitly

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4 years ago
StatisticsML Knowledge
4 years ago
How would you describe PCA and what drawbacks might it have?
Data ScientistMachine Learning Engineer

Airbnb

Shutterstock Logo

Shutterstock

Improbable Logo

Improbable

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4 years ago
Coding
4 years ago
In a given tree, determine the sum of the maximum sum path that goes through the root.
Data Scientist

Airbnb

Noom Logo

Noom

Dropbox Logo

Dropbox

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4 years ago
ML Knowledge
4 years ago
Give an overview of how neural networks and support vector machines differ in their problem-solving approaches, and what types of problems are best suited for each.
Data Scientist

Airbnb

Infineon Logo

Infineon

SAP Concur Logo

SAP Concur

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4 years ago
SQL
4 years ago
What would be the SQL query to fetch data where names initiate with 'H'?
Data Scientist

Airbnb

American Express Logo

American Express

Zendesk Logo

Zendesk

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4 years ago
ML Knowledge
4 years ago
How do you adjust for data skewness when assessing the performance of a model, and what are your go-to metrics?
Data ScientistMachine Learning Engineer

Airbnb

SeatGeek Logo

SeatGeek

Chime Logo

Chime

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4 years ago

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*All interview questions are submitted by recent Airbnb Data Scientist candidates, labelled and categorized by Prepfully, and then published after being verified by Data Scientists at Airbnb.

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