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System Design
2 years ago
Create a platform for tracking user locations in real-time.
Machine Learning Engineer

ByteDance

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2 years ago
Coding
2 years ago
What's your approach to writing a function that identifies the longest path in a Directed Acyclic Graph?
Machine Learning EngineerData Scientist

ByteDance

Scribd Logo

Scribd

Plaid Logo

Plaid

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2 years ago
System Design
2 years ago
Design an online booking system for a movie theater.
Machine Learning Engineer

ByteDance

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2 years ago
ML Knowledge
2 years ago
What is the gradient boost algorithm and how is it applied in machine learning?
Machine Learning Engineer

ByteDance

Pluralsight Logo

Pluralsight

Elastic Logo

Elastic

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2 years ago
System Design
2 years ago
Design a system for managing a distributed workflow engine.
Machine Learning Engineer

ByteDance

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2 years ago
Coding
2 years ago
How to generate a normal distribution of 1000 data points with a set mean and variance in R, complete a statistical summary with explanation, and create a density plot, and then perform these steps in Python using the Codility editor?
Machine Learning Engineer

ByteDance

Peek Logo

Peek

Bloomberg Logo

Bloomberg

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2 years ago
ML Knowledge
2 years ago
Discuss the assumptions underlying linear regression, and elaborate on their relevance for accurately interpreting model output.
Machine Learning Engineer

ByteDance

Chime Logo

Chime

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Anaplan

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2 years ago
ML Knowledge
2 years ago
What range of loss functions have you encountered or applied?
Machine Learning Engineer

ByteDance

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Databricks

Chewy Logo

Chewy

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2 years ago
ML CaseProduct Case
2 years ago
Factors behind the rider requests received by <company> that make it stand out in the market?
Machine Learning Engineer

ByteDance

Blend Logo

Blend

Reddit Logo

Reddit

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2 years ago
System Design
2 years ago
Design a system for detecting fraudulent transactions at ByteDance
Machine Learning EngineerSite Reliability EngineerSite Reliability Engineering ManagerEngineering Manager

ByteDance

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Hootsuite

Gett Logo

Gett

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2 years 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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