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ML Knowledge
a year ago
How much experience do you have in using different machine learning architectures, and what are some examples of those you have worked with?
Machine Learning Engineer

ByteDance

Stripe

Airtable

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a year ago
System Design
a year ago
How would you approach designing a ML pipeline that supports both batch and online learning?
Machine Learning Engineer

ByteDance

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a year ago
Coding
a year ago
Can you write a function that checks if two strings can be made equivalent with at most one swap?
Machine Learning EngineerData Scientist

ByteDance

Zomato Logo

Zomato

Okta Logo

Okta

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a year ago
System Design
a year ago
Build a real-time system for video stream object detection.
Machine Learning Engineer

ByteDance

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a year ago
ML Knowledge
a year ago
When confronted with a high-dimensional dataset in a machine learning problem, what would be your plan of action?
Machine Learning Engineer

ByteDance

Marqeta Logo

Marqeta

Airtable

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a year ago
ML Knowledge
a year ago
What's your approach to choosing the right number of clusters in K-means, and how do you ensure the optimal balance between extremes?
Machine Learning Engineer

ByteDance

Canva Logo

Canva

trivago Logo

trivago

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a year ago
ML Knowledge
a year ago
Could you expand on the concept of attention mechanisms in neural networks?
Machine Learning Engineer

ByteDance

Panasonic Logo

Panasonic

Rovio Logo

Rovio

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a year ago
ML Knowledge
a year ago
Can you explain the contrast between the mechanisms of RNNs and LSTMs?
Machine Learning EngineerData Scientist

ByteDance

Springboard Logo

Springboard

Instagram Logo

Instagram

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a year ago
Coding
a year ago
What logic would you use to construct an array showing the number of surrounding mines on a minesweeper board?
Machine Learning EngineerData Scientist

ByteDance

IBM Logo

IBM

Workday Logo

Workday

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a year ago
System Design
a year ago
Build a real-time anomaly detection system for large-scale metrics.
Machine Learning Engineer

ByteDance

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a year ago

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

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