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Statistics
10 months ago
What factors would you consider when deciding whether to use a Gaussian mixture model to model a data set?
Data Scientist

Deloitte

CrowdStrike

Ticketmaster

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10 months ago
Statistics
10 months ago
Can you describe some of the factors that might have led to the disparity in outcomes between the two groups in an A/B test?
Data Scientist

Deloitte

Dollar Shave Club Logo

Dollar Shave Club

Rivian Logo

Rivian

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10 months ago
ML Knowledge
10 months ago
Illustrate the operational dynamics of a 1D convolutional neural network.
Data Scientist

Deloitte

Figma Logo

Figma

UberEats Logo

UberEats

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10 months ago
SQL
10 months ago
Which is faster, joins or subqueries?
Data Scientist

Deloitte

trivago Logo

trivago

eToro Logo

eToro

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10 months ago
Statistics
a year ago
If a couple has two kids, and they know one of them is a boy, what is the probability for the other child to be a boy?
Data Scientist

Deloitte

Yext Logo

Yext

Electronic Arts Logo

Electronic Arts

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a year ago
ML Knowledge
a year ago
In your experience, what kind of problems can be solved using XGBoosting?
Data Scientist

Deloitte

PayPal Logo

PayPal

Zoom Logo

Zoom

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a year ago
Analytics Case
a year ago
You have sales data indexed by month. How would you calculate the cumulative sales for each month using pandas? And how would you do the same using SQL? What are the advantages and disadvantages of each approach?
Data Scientist

Deloitte

Apple Logo

Apple

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a year ago
Statistics
a year ago
What is the probability that 2X is greater than Y, when X and Y are independent random variables having uniform distributions with mean 0 and standard deviation 1?
Data Scientist

Deloitte

Etsy Logo

Etsy

Juniper Networks Logo

Juniper Networks

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a year ago
SQL
a year ago
Explain the differences between a left join, right join, inner join, and outer join?
Data Scientist

Deloitte

Meta Logo

Meta

Zomato Logo

Zomato

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a year ago
Statistics
a year ago
What is the difference between likelihood and probability?
Data Scientist

Deloitte

LendingClub Logo

LendingClub

NetApp Logo

NetApp

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a year ago

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

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