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ML Knowledge
3 years ago
What separates supervised learning from unsupervised and reinforcement learning in machine learning?
Machine Learning Engineer

Airtable

TikTok

Grab

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3 years ago
System Design
3 years ago
Outline the architecture for a medical data platform that supports both real-time monitoring and long-term health trend analysis.
Machine Learning Engineer

Airtable

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3 years ago
System Design
3 years ago
Design a system for real-time audio/video streaming.
Machine Learning Engineer

Airtable

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3 years ago
System Design
3 years ago
Develop a real-time system for validating user authentication requests.
Machine Learning Engineer

Airtable

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3 years ago
System Design
3 years ago
What strategies would you employ to handle seasonal variations and new types of fraud in your detection system?
Machine Learning Engineer

Airtable

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3 years ago
ML Knowledge
3 years ago
How do neural nets differ from support vector machines, and when is one preferred over the other? What applications are they best for?
Machine Learning Engineer

Airtable

Sony Logo

Sony

Bumble Logo

Bumble

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3 years ago
ML Knowledge
3 years ago
Could you explain the basics of gradient boost and its application in machine learning?
Machine Learning Engineer

Airtable

Pluralsight Logo

Pluralsight

Elastic Logo

Elastic

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3 years ago
System Design
3 years ago
Develop a real-time ad bidding system for online ads.
Machine Learning Engineer

Airtable

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3 years ago
System Design
3 years ago
Develop a distributed A/B testing service for feature rollout.
Machine Learning Engineer

Airtable

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3 years ago
ML Knowledge
3 years ago
How do Gradient Descent algorithms relate to deep learning models, and in what ways do they aid in model training?
Machine Learning Engineer

Airtable

Deliveroo Logo

Deliveroo

Ubisoft Logo

Ubisoft

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3 years ago

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

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