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ML Knowledge

3 years ago

What is your understanding of collaborative filtering as it applies to machine learning systems?

Machine Learning Engineer

Apple

Expedia

McAfee

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3 years ago

ML Knowledge

3 years ago

What is the ROC curve and how is AUC related to it?

Machine Learning Engineer

Apple

Livongo

DigitalOcean

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3 years ago

System Design

3 years ago

Design a system for real-time stock market data.

Machine Learning Engineer

Apple

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3 years ago

ML CaseML Knowledge

3 years ago

How familiar are you with implementing NLP techniques within recommender systems?

Machine Learning Engineer

Apple

trivago

Canva

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3 years ago

ML Knowledge

4 years ago

I'd like to know more about your knowledge of machine learning architectures. Could you describe a few that you have worked with?

Machine Learning Engineer

Apple

Stripe

Airtable

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4 years ago

ML CaseML System DesignProduct Case

4 years ago

When building a demand forecasting model for a ride-sharing service, what data sources would you use and what factors would be included? How would you ensure that the model provides accurate forecasts?

Machine Learning Engineer

Apple

Dropbox

Shopee

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4 years ago

ML Knowledge

4 years ago

Please tell me about a machine learning model you’ve used and elucidate on its workings.

Machine Learning EngineerData Scientist

Apple

BuzzFeed

Andela

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4 years ago

ML Knowledge

4 years ago

How do you manage the challenge of skewed data when evaluating the effectiveness of a model, and which metrics do you rely on?

Machine Learning EngineerData Scientist

Apple

SeatGeek

Chime

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4 years ago

ML Knowledge

4 years ago

Can you describe how a bounding box regressor functions within object detection models?

Machine Learning Engineer

Apple

Google

Venmo

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4 years ago

ML Knowledge

4 years ago

Could you define the concepts of overfitting and underfitting in machine learning, and explain their relevance in model development?

Machine Learning Engineer

Apple

HubSpot

AppDynamics

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4 years ago

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

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