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Behavioral
2 years ago
Tell me about a project you are proud of?
Data ScientistProduct ManagerBackend EngineerSoftware Engineer

Lyft

Cisco

GoodData

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2 years ago
Behavioral
2 years ago
I want to know about a time you disagreed with a supervisor.
Data ScientistData Engineering ManagerEngineering ManagerUX Designer

Lyft

Pepperfry

Huawei

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2 years ago
Metrics and Experimentation
2 years ago
From your point of view, what are some key elements to consider when constructing a metric to compare two user's Netflix recommended lists of movie/tv show preferences?
Data Scientist

Lyft

Square Logo

Square

Segment Logo

Segment

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2 years ago
ML Knowledge
2 years ago
Elaborate on the assumptions of linear regression and why they must be considered when analyzing findings generated by regression models.
Data Scientist

Lyft

Illumina Logo

Illumina

StubHub Logo

StubHub

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2 years ago
ML Knowledge
2 years ago
What distinguishes linear regression from logistic regression in statistical modeling?
Data Scientist

Lyft

Robinhood Logo

Robinhood

WorldRemit Logo

WorldRemit

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2 years ago
Statistics
2 years ago
Can you describe for me the contrast between the frequentist and Bayesian techniques for probability? Additionally, what benchmarks would you consider when deciding between these approaches in a specific situation?
Data Scientist

Lyft

Noom Logo

Noom

Bloomberg Logo

Bloomberg

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2 years ago
ML Knowledge
2 years ago
Can you discuss the benefits of using dimensionality reduction techniques in machine learning?
Data Scientist

Lyft

OpenDoor Logo

OpenDoor

Atlassian Logo

Atlassian

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2 years ago
Behavioral
2 years ago
Tell me about a time where you took an unpopular decision
Data ScientistSoftware EngineerTechnical Program ManagerBackend Engineer

Lyft

Deliveroo Logo

Deliveroo

Pendo Logo

Pendo

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2 years ago
Behavioral
2 years ago
Please tell me about a time when you had to make a quick decision.
Data ScientistFrontend EngineerProgram ManagerFull Stack Software Engineer

Lyft

MasterClass Logo

MasterClass

Marketo Logo

Marketo

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2 years ago
Behavioral
2 years ago
When have you been proved wrong
Data ScientistEngineering ManagerUX DesignerUX Researcher

Lyft

nCino Logo

nCino

Grab Logo

Grab

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2 years ago

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

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