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Statistics

2 years ago

What factors do you consider when selecting the correct statistical test for a problem?

Data Scientist

Spotify

Envoy

SeatGeek

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2 years ago

Coding

2 years ago

Write a function to output all prime numbers below N.

Data Scientist

Spotify

Oracle

Samsung

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2 years ago

Coding

2 years ago

How do you approach calculating the dot product for a pair of sparse matrices?

Data ScientistMachine Learning Engineer

Spotify

Tesla

Postmates

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2 years ago

ML Knowledge

2 years ago

What techniques are available to reduce dimensionality in Machine Learning, and how are they used in practice?

Data Scientist

Spotify

Walmart

Viber

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2 years ago

Product Case

2 years ago

What's your process for determining the appropriate price point for our rider fees?

Data Scientist

Spotify

Curve

Segment

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2 years ago

ML Knowledge

2 years ago

What is the curse of dimensionality in the context of data with many features, and how would you address this issue?

Data Scientist

Spotify

Groupon

New Relic

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2 years ago

ML Knowledge

2 years ago

What is outlier detection?

Data Scientist

Spotify

Redfin

Affirm

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2 years ago

ML Knowledge

2 years ago

How do information theory principles aid in evaluating different language models? Could you give a practical example of such an evaluation?

Data Scientist

Spotify

Glovo

Walmart

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2 years ago

Statistics

2 years ago

How would you distinguish between likelihood and probability?

Data Scientist

Spotify

LendingClub

NetApp

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2 years ago

ML Case

2 years ago

Could you devise a system for promptly and effectively pinpointing objects in a visual frame?

Data Scientist

Spotify

Instacart

OfferUp

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2 years ago

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

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