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ML Knowledge
4 years ago
Could you give me some concrete examples of where overfitting and underfitting are problematic in real-world situations? What are the repercussions for the accuracy and performance of models?
Data Scientist

Shopify

DigitalOcean

Bill.com

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4 years ago
Behavioral
4 years ago
Can you tell me about the last time you had a disagreement with your boss or an executive
Data ScientistData Science ManagerML Engineering ManagerEngineering Manager

Shopify

Corning Logo

Corning

DrChrono Logo

DrChrono

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4 years ago
Coding
4 years ago
Find the 18th largest element in a given array
Data Scientist

Shopify

Cloudera Logo

Cloudera

Commvault Logo

Commvault

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4 years ago
Behavioral
4 years ago
How would you define success?
Data ScientistFull Stack Software EngineerProgram ManagerFrontend Engineer

Shopify

Faire Logo

Faire

Databricks Logo

Databricks

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4 years ago
Statistics
4 years ago
Describe a probability distribution that is not normal, and explain how it could be applied in a real-world scenario?
Data Scientist

Shopify

Venmo Logo

Venmo

Roku Logo

Roku

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4 years ago
Behavioral
4 years ago
What did you learn from a recent failure? How has this failure made you a better Data Scientist?
Data Scientist

Shopify

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4 years ago
Behavioral
4 years ago
Describe a work failure that taught you a lot.
Data ScientistData Science ManagerEngineering ManagerUX Designer

Shopify

Blackbaud Logo

Blackbaud

Seagate Logo

Seagate

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4 years ago
Product Case
4 years ago
If Meta only had the options to 'Comment' and 'Like', how would you go about experimenting with the addition of new emotional reactions like 'care' or 'sad'? What would your approach be for creating an A/B test in this scenario?
Data Scientist

Shopify

Dropbox Logo

Dropbox

Gusto Logo

Gusto

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4 years ago
ML Knowledge
4 years ago
Can you discuss the role of regularization in the context of machine learning?
Data Scientist

Shopify

Mailchimp Logo

Mailchimp

Yandex Logo

Yandex

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4 years ago
Statistics
4 years ago
How to calculate the probability of correctly guessing a randomly selected card from a deck of cards?
Data Scientist

Shopify

Deliveroo Logo

Deliveroo

Riot Games Logo

Riot Games

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4 years ago

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

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