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ML Knowledge

9 months ago

Explain how the bias-variance tradeoff functions in machine learning, and can you describe a specific scenario where this tradeoff has had a significant effect on a model's performance?

Machine Learning Engineer

Electronic Arts

Palo Alto Networks

GoCardless

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9 months ago

ML Knowledge

a year ago

Can you list various loss functions you are familiar with in machine learning?

Machine Learning Engineer

Electronic Arts

Databricks

Chewy

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a year ago

ML Knowledge

a year ago

What are ROC curves used for and what does the AUC tell us in model assessment?

Machine Learning Engineer

Electronic Arts

Livongo

DigitalOcean

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a year ago

ML Knowledge

a year ago

Discuss the spectrum of time series models that extend beyond ARIMA.,

Machine Learning Engineer

Electronic Arts

Stripe

ClassPass

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a year ago

Coding

a year ago

How do you code a function to alter a pandas dataframe's content?

Machine Learning Engineer

Electronic Arts

Snowflake

StubHub

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a year ago

ML System Design

a year ago

If you were tasked with designing the architecture for Bing's image search functionality, how would you approach it?

Machine Learning Engineer

Electronic Arts

Motorola Solutions

Pendo

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a year ago

ML Knowledge

a year ago

How do precision and recall help in evaluating the performance of machine learning models? Can you provide some examples where these metrics are used extensively in NLP or computer vision applications?

Machine Learning Engineer

Electronic Arts

LogMeIn

Skyscanner

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a year ago

ML Knowledge

a year ago

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

Machine Learning Engineer

Electronic Arts

Skyscanner

Rovio

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a year ago

ML CaseML Knowledge

a year ago

What methods do you apply to assess the accuracy of computer vision algorithms?

Machine Learning Engineer

Electronic Arts

Yandex

Pandora

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a year ago

Coding

a year ago

What's the process for writing Python code that constructs a hash table?

Machine Learning Engineer

Electronic Arts

Avito

Amazon Web Services

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a year ago

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

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