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ML Knowledge
3 years ago
In simple terms, what does the Random Forest algorithm do, and why is it useful?
Machine Learning Engineer

Convoy

ASML

TripAdvisor

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3 years ago
System Design
3 years ago
Build a distributed task queue management system.
Machine Learning Engineer

Convoy

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3 years ago
Statistics
3 years ago
Walk me through the process of differentiating between high variance and high bias in a machine learning model.
Machine Learning Engineer

Convoy

NetEase Logo

NetEase

Bosch Logo

Bosch

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3 years ago
System Design
3 years ago
Implement a platform for managing data versions in distributed architectures.
Machine Learning Engineer

Convoy

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3 years ago
Coding
3 years ago
Demonstrate the process of creating a function that yields a random normal distribution and its plot.
Machine Learning Engineer

Convoy

Zendesk Logo

Zendesk

Zoom Logo

Zoom

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3 years ago
System Design
4 years ago
Create a scalable search engine optimized for distributed systems.
Machine Learning Engineer

Convoy

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4 years ago
ML Knowledge
4 years ago
How would you approach the challenge of high-cardinality categorical data?
Machine Learning Engineer

Convoy

Huawei Logo

Huawei

Adobe Logo

Adobe

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4 years ago
Coding
4 years ago
What steps would you take to efficiently solve the two sum problem using a hash table and maintain a O(n) time complexity?
Machine Learning Engineer

Convoy

Shopify Logo

Shopify

BuzzFeed Logo

BuzzFeed

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4 years ago
Coding
4 years ago
How would you approach generating i.i.d. draws from distribution X, keeping in mind that we only have a random number generator available?
Machine Learning Engineer

Convoy

Zoox Logo

Zoox

Infineon Logo

Infineon

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4 years ago
Coding
4 years ago
What technique would you employ to figure out if two strings are one swap away from matching?
Machine Learning EngineerData Scientist

Convoy

Zomato Logo

Zomato

Okta Logo

Okta

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4 years ago

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

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