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Behavioral
a year ago
In the past, have you had a lot of responsibilities, which has presented you with a challenge?
Data ScientistBackend EngineerProduct ManagerSoftware Engineer

Lyft

MyGlamm

HubSpot

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a year ago
ML Knowledge
a year ago
Can you list some of the differences between SVM and Random Forest?
Data Scientist

Lyft

Deliveroo Logo

Deliveroo

Mixpanel Logo

Mixpanel

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a year ago
Analytics Case
a year ago
T and U are connected by a link. U and V are connected by a link. V and W are connected by a link. Is it possible to separate these four characters into two sets where the graph will be bipartite?
Data Scientist

Lyft

Postmates Logo

Postmates

HubSpot

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a year ago
ML Knowledge
a year ago
What's your strategy for dealing with high-dimensional datasets in a machine learning problem?
Data Scientist

Lyft

Atlassian Logo

Atlassian

Visa Logo

Visa

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a year ago
ML Knowledge
a year ago
Which kinds of problems are better suited for neural networks than support vector machines? What distinguishes neural networks and SVMs in their methodologies?
Data Scientist

Lyft

Infineon Logo

Infineon

SAP Concur Logo

SAP Concur

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a year ago
ML Knowledge
a year ago
Describe how a 1D CNN works.
Data Scientist

Lyft

Figma Logo

Figma

UberEats Logo

UberEats

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a year ago
Behavioral
a year ago
How would you improve Lyft if you were to get the Data Scientist job?
Data Scientist

Lyft

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a year ago
Product Case
a year ago
What metrics would you utilize to measure customer satisfaction with the video chat feature?
Data Scientist

Lyft

Yandex Logo

Yandex

Blend Logo

Blend

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a year ago
Statistics
a year ago
What would be your plan for an A/B test if we're seeing a 3% increase in our product's use?
Data Scientist

Lyft

Productboard Logo

Productboard

Novartis Logo

Novartis

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a year ago
Behavioral
a year ago
Describe a time that you took a risk?
Data ScientistFrontend EngineerAndroid EngineerSales Engineer

Lyft

Panasonic Logo

Panasonic

Leidos Logo

Leidos

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a year ago

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