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ML CaseML Knowledge

6 months ago

What are the optimization strategies you're versed in, and can you summarize their operation?

Data Scientist

SoFi

Adyen

Fitbit

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6 months ago

Behavioral

6 months ago

Tell me about a time you failed at work.

Data ScientistData Engineering ManagerML Engineering ManagerEngineering Manager

SoFi

Bolt

Quizlet

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6 months ago

ML Knowledge

7 months ago

How do you perceive a Neural Network and could you detail its mode of operation?

Data ScientistMachine Learning Engineer

SoFi

Sendbird

Snap

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7 months ago

Coding

7 months ago

How can a function be structured to make adjustments to a pandas dataframe?

Data Scientist

SoFi

Qualcomm

Mastercard

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7 months ago

Behavioral

7 months ago

Tell me about an experience where you lead a team

Data ScientistSoftware EngineerML Engineering ManagerBackend Engineer

SoFi

AMD

Drive.ai

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7 months ago

Coding

7 months ago

Could you design a function that searches for all anagrams derivable from a single string?

Data Scientist

SoFi

New Relic

American Express

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7 months ago

Behavioral

8 months ago

Have you received any difficult feedback and how have you handled it?

Data ScientistData Science ManagerEngineering ManagerUX Designer

SoFi

Xilinx

Bentley Systems

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8 months ago

Statistics

8 months ago

What approach would you take to generate seven numbers with equal probability from a binary function?

Data Scientist

SoFi

Coursera

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8 months ago

Statistics

9 months ago

Can you clarify the dissimilarities between panel data and cross sectional data?

Data Scientist

SoFi

Coupang

Hootsuite

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9 months ago

ML Knowledge

9 months ago

How does an LSTM's architecture and capabilities compare to a traditional RNN?

Data ScientistMachine Learning Engineer

SoFi

Tokopedia

StubHub

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9 months 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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