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Coding
2 years ago
How do you construct a binary search function and analyze its time complexity? Could you further refine the algorithm?
Machine Learning Engineer

ByteDance

Infineon

Ubisoft

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2 years ago
ML Knowledge
2 years ago
How would you handle an anomaly found in a data set and ensure its accuracy?
Machine Learning Engineer

ByteDance

Wealthfront Logo

Wealthfront

PagerDuty Logo

PagerDuty

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2 years ago
System Design
2 years ago
Build a system for large-scale web crawling.
Machine Learning Engineer

ByteDance

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2 years ago
Coding
2 years ago
How would you approach writing a method to count the elements of a sorted list with -1 as an out-of-range marker, without built-in methods?
Machine Learning Engineer

ByteDance

Sprinklr Logo

Sprinklr

Pendo Logo

Pendo

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2 years ago
Coding
2 years ago
How do you concatenate two arrays that are already sorted to produce a new sorted array?
Machine Learning Engineer

ByteDance

AT&T Logo

AT&T

Glovo Logo

Glovo

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2 years ago
System Design
2 years ago
Design a system that can efficiently process streaming transaction data and historical patterns for fraud analysis.
Machine Learning Engineer

ByteDance

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2 years ago
ML Knowledge
2 years ago
Would you elaborate on the relevance of training and loss graphs in the sphere of neural networks? How do various loss functions shape the loss graph, and what are some prevalent ones? How do the training and loss graphs contrast with one another, and what is their role in optimization and enhancement of model performance?
Machine Learning Engineer

ByteDance

Babylon Health Logo

Babylon Health

Zendesk Logo

Zendesk

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2 years ago
ML Knowledge
2 years ago
Can you walk me through the steps of implementing DBSCAN?
Machine Learning Engineer

ByteDance

Grab Logo

Grab

Workday Logo

Workday

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2 years ago
System Design
2 years ago
Build a distributed system for automating the CI/CD pipeline.
Machine Learning Engineer

ByteDance

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2 years ago
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

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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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