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Statistics

2 years ago

Generate 1000 data points normally distributed, with mean=x, and variance=y. Perform summary stat on the data points, explain stat metrics. Create density plot.

Data Scientist

SoFi

WeWork

Bolt

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2 years ago

Behavioral

2 years ago

Tell me about a project you are really proud of.

Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

SoFi

Electronic Arts

Dropbox

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2 years ago

SQL

2 years ago

If you had one table with duplicate values and another without duplicates, how would you go about joining them?

Data Scientist

SoFi

Mastercard

Sprinklr

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2 years ago

Behavioral

2 years ago

The most memorable challenge you've faced in the past?

Data ScientistEngineering ManagerUX DesignerUX Researcher

SoFi

Rivigo

Panasonic

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2 years ago

ML Knowledge

2 years ago

Could you explain some of the ways dimensionality reduction is carried out in Machine Learning? Does it vary depending on the type of data involved?

Data Scientist

SoFi

Walmart

Viber

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2 years ago

Behavioral

2 years ago

Tell us about what you learnt from a major failure at work.

Data ScientistData Science ManagerEngineering ManagerUX Designer

SoFi

Blackbaud

Seagate

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2 years ago

Coding

2 years ago

Demonstrate the process of creating a function that yields a random normal distribution and its plot.

Data Scientist

SoFi

Qualcomm

Tesla

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2 years ago

ML Knowledge

2 years ago

Could you share your experience with a particular machine learning model and explain its mechanics?

Data ScientistMachine Learning Engineer

SoFi

BuzzFeed

Andela

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2 years ago

Data Visualization

2 years ago

What is your process for creating visual representations of multi-dimensional data?

Data Scientist

SoFi

Sprout Social

SwiftKey

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2 years ago

Statistics

2 years ago

In layman's terms, how would you describe regression to a company executive?

Data Scientist

SoFi

Snowflake

Dollar Shave Club

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2 years ago

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

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