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ML Knowledge

4 years ago

In terms of linear regression, what is the significance of considering error assumptions, and what does it entail?

Data Scientist

Airbnb

DeliveryHero

Datadog

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4 years ago

ML Knowledge

4 years ago

Can you elaborate on how a confusion matrix and an ROC curve serve in performance evaluation and their distinct purposes?

Data ScientistMachine Learning Engineer

Airbnb

Udacity

Splunk

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4 years ago

Behavioral

4 years ago

Please tell me about a time when you had to make a quick decision.

Data ScientistFrontend EngineerProgram ManagerFull Stack Software Engineer

Airbnb

MasterClass

Marketo

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4 years ago

ML Knowledge

4 years ago

Can you walk me through the steps of constructing your own KNN classifier?

Data Scientist

Airbnb

Fiverr

Zalora

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4 years ago

StatisticsML Knowledge

4 years ago

Define false positive and false negative in statistical hypothesis testing, and explain their significance?

Data Scientist

Airbnb

Headspace

Yahoo

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4 years ago

SQL

4 years ago

How would you go about finding the unique communicators from a SQL table of messages that contains id, sender_id, receiver_id, and message columns?

Data Scientist

Airbnb

Yandex

Deloitte

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4 years ago

Behavioral

4 years ago

Please describe an occasion where you were asked to prove yourself in public.

Data ScientistData Science ManagerML Engineering ManagerData Engineering Manager

Airbnb

Orange

Nubank

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4 years ago

Statistics

4 years ago

Describe a probability distribution that is not normal, and explain how it could be applied in a real-world scenario?

Data Scientist

Airbnb

Venmo

Roku

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4 years ago

ML Knowledge

4 years ago

It would be helpful if you could share some insights into the various machine learning architectures you have experience with.

Data Scientist

Airbnb

Huawei

Affirm

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4 years ago

Coding

4 years ago

Please outline the steps you would take to determine the maximum cumulative sum within a sequence of numbers.,

Data Scientist

Airbnb

Course Hero

Deloitte

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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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