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ML Knowledge

3 years ago

How do you handle skewed data when evaluating model performance, and what are some common metrics used in such cases?

Machine Learning EngineerData Scientist

Atlassian

SeatGeek

Chime

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3 years ago

ML Knowledge

3 years ago

Where in a neural network is the vanishing gradient issue most prevalent, near the start or the end?

Machine Learning Engineer

Atlassian

Peek

Rivian

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3 years ago

System Design

3 years ago

Design a search autocomplete system.

Machine Learning Engineer

Atlassian

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3 years ago

ML CaseML Knowledge

3 years ago

What performance indicators do you consider essential for computer vision models?

Machine Learning Engineer

Atlassian

Yandex

Pandora

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3 years ago

System Design

3 years ago

Design a system for managing a distributed data migration system.

Machine Learning Engineer

Atlassian

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3 years ago

ML Knowledge

3 years ago

What is the calculation formula for precision and recall metrics in a predictive model?

Machine Learning Engineer

Atlassian

Skyscanner

Rovio

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3 years ago

Metrics and Experimentation

3 years ago

From your point of view, what are some key elements to consider when constructing a metric to compare two user's Netflix recommended lists of movie/tv show preferences?

Machine Learning Engineer

Atlassian

Apple

Shopee

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3 years ago

Coding

3 years ago

Given an array of integers and a target sum, find the smallest subarray with a sum greater than or equal to the target sum using the greedy approach.

Machine Learning EngineerData Scientist

Atlassian

AT&T

SAP Concur

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3 years ago

System Design

3 years ago

Design a system to manage warehouse inventory in real-time.

Machine Learning Engineer

Atlassian

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3 years ago

ML Knowledge

3 years ago

Can you scrutinize the divergence between L1 and L2 regularization in regression analysis and why it's acceptable to opt for one over the other?

Machine Learning Engineer

Atlassian

Expedia

Ubisoft

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3 years 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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