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ML KnowledgeStatistics

3 years ago

Walk us through the basic principles of Naive Bayes algorithm. How do you determine the threshold for classification in your Naive Bayes model?

Data Scientist

Atlassian

American Express

WorldRemit

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3 years ago

Analytics Case

3 years ago

S, T, U, V, and W are characters linked together. S is linked to T. T is linked to U. U is linked to V. V is linked to W. Can these five characters be separated into two sets so that the graph is bipartite?

Data Scientist

Atlassian

Postmates

HubSpot

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3 years ago

Metrics and Experimentation

3 years ago

What kind of factors would you consider when building a metric to compare two user's Netflix recommended lists of movie/tv show preferences?

Data Scientist

Atlassian

Square

Segment

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3 years ago

Behavioral

3 years ago

I want to know about a time you failed at achieving something you had set out to do.

Data ScientistProduct ManagerBackend EngineerSoftware Engineer

Atlassian

Okta

Stitch Fix

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3 years ago

Coding

3 years ago

Can you develop a function to find the longest path within a Directed Acyclic Graph?

Data ScientistMachine Learning Engineer

Atlassian

Scribd

Plaid

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3 years ago

Analytics Case

3 years ago

What factors do you consider when forecasting a user's lifetime value?

Data Scientist

Atlassian

Mozilla

Twilio

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3 years ago

Behavioral

3 years ago

I want to ask you about a time when you failed in your job.

Data ScientistSoftware EngineerTechnical Program ManageriOS Engineer

Atlassian

Epic Systems

Juul Labs

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3 years ago

ML Knowledge

3 years ago

Among the ReLU and sigmoid activation functions, which one is more effective in addressing the vanishing gradient problem?

Data ScientistMachine Learning Engineer

Atlassian

DigitalOcean

Faire

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3 years ago

ML Knowledge

3 years ago

What time complexity considerations are there when training a support vector machine?

Data Scientist

Atlassian

Nokia

Adobe

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3 years ago

ML KnowledgeML Case

3 years ago

What steps would you follow to estimate Pi using the Monte Carlo Algorithm?

Data ScientistMachine Learning Engineer

Atlassian

Grafana Labs

Chewy

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3 years ago

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

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