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ML Knowledge

3 years ago

Could you explain the unique roles of a confusion matrix and an ROC curve in a model's performance evaluation?

Data ScientistMachine Learning Engineer

Discord

Udacity

Splunk

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3 years ago

Behavioral

3 years ago

If you ever had to make an unpopular decision, tell us about it.

Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

Discord

Pristyn Care

Ofbusiness

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3 years ago

Behavioral

3 years ago

What is one example of a time you went the extra mile for a project or purpose?

Data ScientistData Engineering ManagerEngineering ManagerUX Designer

Discord

Roblox

PayPal

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3 years ago

Behavioral

4 years ago

Which metric would you use to measure success?

Data ScientistFull Stack Software EngineerProgram ManagerFrontend Engineer

Discord

Faire

Databricks

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4 years ago

ML Knowledge

4 years ago

How would you measure the effectiveness of a clustering model if the labels are available beforehand?

Data Scientist

Discord

Bolt

Coursera

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4 years ago

Behavioral

4 years ago

Tell me about a time when you showed ownership

Data ScientistTechnical Program ManagerSoftware EngineerProduct Manager

Discord

ApplyBoard

Naspers

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4 years ago

Behavioral

4 years ago

Take me through a time when you took a risk.

Data ScientistFrontend EngineerProgram ManagerFull Stack Software Engineer

Discord

Braze

Oath

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4 years ago

Statistics

4 years ago

What is your grasp of the difference between the frequentist and Bayesian approaches to probability? Also, when faced with a decision of which method to use, what indicators would you factor in?

Data Scientist

Discord

Noom

Bloomberg

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4 years ago

ML Knowledge

4 years ago

What makes the BERT model a commendable choice in machine learning, and how would you describe its architecture?

Data Scientist

Discord

GoDaddy

Binance

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4 years ago

ML CaseProduct Case

4 years ago

What architecture would you propose for a recommendation engine that adapts to a user's musical preferences, and how would you integrate their listening traits?

Data Scientist

Discord

Productboard

Shopee

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4 years ago

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

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