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Coding

4 years ago

If you had to store a lot of data and needed to keep track of recently used items, what data structure would you use?

Machine Learning Engineer

Akamai

Indeed.com

Adyen

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4 years ago

StatisticsML Knowledge

4 years ago

What’s your understanding of PCA and its inherent disadvantages?

Machine Learning EngineerData Scientist

Akamai

Shutterstock

Improbable

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4 years ago

ML Knowledge

4 years ago

Can you elaborate on how gradient boost is used in machine learning and how it works?

Machine Learning Engineer

Akamai

Pluralsight

Elastic

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4 years ago

ML Knowledge

4 years ago

In your opinion, how crucial is feature selection when it comes to machine learning?

Machine Learning Engineer

Akamai

Zendesk

GitHub

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4 years ago

ML Knowledge

4 years ago

Could you share examples of any obstacles you've faced while implementing supervised machine learning and how you've been able to solve them?

Machine Learning Engineer

Akamai

Intuit

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4 years ago

Behavioral

4 years ago

Can you explain the usual steps in the life cycle of an ML project from the ground up?

Machine Learning Engineer

Akamai

Ancestry

Zendesk

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4 years ago

System Design

4 years ago

What are the functional differences between a load balancer and a reverse proxy, and how do you decide when to use them?

Machine Learning Engineer

Akamai

Mailchimp

Fitbit

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4 years ago

ML Knowledge

4 years ago

Could you discuss the advantages and disadvantages of using Rectified Linear Unit as an activation function?

Machine Learning Engineer

Akamai

Microsoft

Roblox

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4 years ago

ML Knowledge

4 years 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

Akamai

Chime

Anaplan

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4 years ago

Coding

4 years ago

How would you go about finding all possible triplets in an integer array that add up to a specified target value?

Machine Learning Engineer

Akamai

TikTok

Meetup

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4 years ago

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

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