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ML Knowledge
a year ago
What is your preferred method for dealing with datasets that have imbalanced classes, where one category is severely underrepresented compared to the other?
Machine Learning Engineer

Atlassian

eToro

GitLab

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a year ago
ML Knowledge
a year ago
What are some of the major assumptions inherent in linear regression models, and what implications do they have for interpreting output?
Machine Learning Engineer

Atlassian

Comcast Logo

Comcast

Scribd Logo

Scribd

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a year ago
System Design
a year ago
Develop an AI-based content moderation system.
Machine Learning Engineer

Atlassian

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a year ago
System Design
a year ago
Design a system for managing a distributed tracing system.
Machine Learning Engineer

Atlassian

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a year ago
System Design
a year ago
Implement a platform for managing data versions in distributed architectures.
Machine Learning Engineer

Atlassian

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a year ago
System Design
a year ago
How would you architect a user session management system for a large-scale web app?
Machine Learning Engineer

Atlassian

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a year ago
ML Knowledge
a year ago
How would you distinguish an RNN from an LSTM in terms of structure and function?
Machine Learning EngineerData Scientist

Atlassian

Tokopedia Logo

Tokopedia

StubHub Logo

StubHub

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a year ago
ML Knowledge
a year ago
What distinguishes bagging from boosting, and how do they impact the bias and variance of a model?
Machine Learning Engineer

Atlassian

Deliveroo Logo

Deliveroo

Patreon Logo

Patreon

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a year ago
ML Knowledge
a year ago
In decision trees, what's the significance of bias and variance? Furthermore, which one presents a bigger issue - high bias or high variance - and what's the justification for that?
Machine Learning Engineer

Atlassian

Redfin Logo

Redfin

Okta Logo

Okta

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a year ago
Coding
a year ago
Can you construct a function that generates a random normal distribution and then plot it?
Machine Learning Engineer

Atlassian

Zillow Logo

Zillow

Expedia Logo

Expedia

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a year ago

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*All interview questions are submitted by recent Atlassian Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at Atlassian.

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