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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

GoCardless

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4 years ago

Statistics

4 years ago

What is the difference between likelihood and probability?

Data Scientist

Airbnb

LendingClub

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

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

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

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

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

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

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

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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