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Statistics

3 years ago

How do you evaluate whether a Gaussian mixture model is appropriate for a particular data set?

Data Scientist

Spotify

CrowdStrike

Ticketmaster

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3 years ago

Coding

3 years ago

Write a function to manipulate a pandas dataframe.

Data Scientist

Spotify

Monzo

Commvault

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3 years ago

Behavioral

3 years ago

When did you take an unpopular decision

Data ScientistSoftware EngineerTechnical Program ManagerBackend Engineer

Spotify

Deliveroo

Pendo

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3 years ago

Behavioral

3 years ago

Talk about a time you had a disagreement with your manager.

Data ScientistTechnical Program ManagerSoftware EngineerBackend Engineer

Spotify

Nuro

Sendbird

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3 years ago

Behavioral

3 years ago

Tell me about a time when you had to convince someone of an idea and how did you do it?

Data ScientistTechnical Program ManagerSoftware EngineerBackend Engineer

Spotify

Guidewire Software

Remitly

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3 years ago

ML Knowledge

4 years ago

How can you use information theory to compare different language models? Can you provide an example of how this could be applied to evaluate the performance of two models?

Data Scientist

Spotify

Glovo

Walmart

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4 years ago

Statistics

4 years ago

What are type I & type II errors in hypothesis testing? Which one do you think is worse?

Data Scientist

Spotify

Scribd

DataRobot

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4 years ago

Coding

4 years ago

What steps would you follow to make an iterable sequence object class in Python?

Data Scientist

Spotify

DoorDash

Rovio

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4 years ago

ML Knowledge

4 years ago

What approaches do you take when working with a dataset that has imbalanced distributions?

Data Scientist

Spotify

Ironclad

Blend

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4 years ago

Behavioral

4 years ago

Can you tell me about a time when you had multiple competing priorities? How did you handle it?

Data ScientistData Science ManagerML Engineering ManagerEngineering Manager

Spotify

Medium

WeTransfer

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4 years ago

Try Free AI Interview

Spotify

Data Scientist

Prepare for Statistics interview at Spotify

Statistics

Spotify

Data Scientist

Prepare for Metrics and Experimentation interview at Spotify

Metrics and Experimentation

Spotify

Data Scientist

Prepare for ML / Modeling interview at Spotify

ML / Modeling

Spotify

Data Scientist

Prepare for Problem Solving interview at Spotify

Problem Solving

Spotify

Data Scientist

Prepare for SQL interview at Spotify

SQL

Spotify

Data Scientist

Prepare for Resume Review interview at Spotify

Resume Review

Spotify

Data Scientist

Prepare for Behavioral interview at Spotify

Behavioral

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