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ML Knowledge

8 months ago

How is information theory utilized in the assessment of language models, and can you illustrate its use with a comparative model evaluation?

Machine Learning Engineer

SAP

Cleo

VMware

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8 months ago

ML Knowledge

8 months ago

Could you elaborate on the significance of tf-idf in natural language processing?

Machine Learning Engineer

Meta

Redfin

Bloomberg

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8 months ago

ML Knowledge

8 months ago

In what situations is regularization applied within machine learning, and why?

Machine Learning Engineer

Oracle

AT&T

Zalando

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8 months ago

System Design

8 months ago

Design a system for managing a distributed secrets management system.

Machine Learning Engineer

Instacart

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8 months ago

Coding

8 months ago

Can you propose a method to systematically interpret a string that includes nested parentheses?

Machine Learning Engineer

Shopify

Ripple

Mapbox

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8 months ago

ML KnowledgeStatistics

8 months ago

How would you describe PCA and what drawbacks might it have?

Machine Learning EngineerData Scientist

Dropbox

Square

Instacart

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8 months ago

ML Knowledge

8 months ago

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

Machine Learning EngineerData Scientist

Google

Square

Bumble

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8 months ago

Coding

8 months ago

Write a function that inputs 2 arrays and returns the root mean squared error for them.

Machine Learning EngineerData Scientist

Instacart

Microsoft

Rovio

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8 months ago

ML Knowledge

8 months ago

Outline some time series analysis methodologies besides ARIMA.,

Machine Learning Engineer

Stripe

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Amazon

Machine Learning Engineer

Prepare for Behavioral interview at Amazon

Behavioral

Google

Machine Learning Engineer

Prepare for Behavioral interview at Google

Behavioral

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^*All interview questions are submitted by recent Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after verification by current and ex-Machine Learning Engineer employees.