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ML Knowledge

3 years ago

Could you discuss the dissimilarities between Ridge and Lasso?

Data Scientist

Intuit

Wish

Apple

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3 years ago

Coding

3 years ago

Write a code to generate independent and identically distributed (i.i.d.) draws from a given distribution X given that we only have access to a random number generator.

Data Scientist

Intuit

ClassPass

HubSpot

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3 years ago

ML Knowledge

3 years ago

When faced with a regression problem, how do you decide whether to apply the LASSO or Ridge regularization technique?

Data Scientist

Intuit

Riot Games

Swiggy

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3 years ago

Statistics

3 years ago

Can you describe the process of debiasing a data set?

Data Scientist

Intuit

Flexport

Yandex

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3 years ago

Metrics and Experimentation

3 years ago

How would you build and test a metric to compare two user's Netflix "recommended lists" of movie/tv show preferences?

Data Scientist

Intuit

Square

Segment

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3 years ago

ML Knowledge

3 years ago

Explain the divergence between L1 and L2 regularization techniques for regression analysis and when it's prudent to pick one over the other?

Data Scientist

Intuit

Grammarly

Transferwise

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3 years ago

Metrics and Experimentation

3 years ago

How do you measure the prosperity of a marketing channel?

Data Scientist

Intuit

Arm

Gusto

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3 years ago

Statistics

3 years ago

Can you illustrate the differences between right-skewed and left-skewed distributions, particularly where the mean and median are placed in contrast to a normal distribution?

Data Scientist

Intuit

Workday

CrowdStrike

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3 years ago

Product CaseML CaseML System Design

4 years ago

In creating a demand forecasting model for a ride-sharing service, which factors and data sources would you prioritize, and why? What steps would you take to validate the model and ensure its accuracy?

Data Scientist

Intuit

Etsy

Twitch

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4 years ago

ML Knowledge

4 years ago

Can you elaborate on the contrasts between the summaries of Logistic Regression and SVM?

Data Scientist

Intuit

Bosch

Zomato

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4 years ago

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

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