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ML Knowledge
2 years ago
What sets SVM apart from Random Forest?
Machine Learning Engineer

HubSpot

Canva

Medallia

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2 years ago
System Design
2 years ago
Create a distributed framework for performing A/B testing at scale.
Machine Learning Engineer

HubSpot

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2 years ago
Coding
2 years ago
You are given an array of integers, and you are asked to determine the subarray of length k with the maximum possible sum. How would you approach this task?
Machine Learning Engineer

HubSpot

Deloitte Logo

Deloitte

LiveRamp Logo

LiveRamp

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2 years ago
ML Knowledge
2 years ago
In what ways can dimensionality reduction techniques be applied in other fields aside from data analysis, and what benefits can they offer?
Machine Learning Engineer

HubSpot

Citrix Logo

Citrix

BetterUp Logo

BetterUp

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2 years ago
Coding
2 years ago
What algorithm would you use to write a function for finding the longest path in a DAG?
Machine Learning EngineerData Scientist

HubSpot

Samsara Logo

Samsara

Venmo Logo

Venmo

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2 years ago
System Design
2 years ago
Create a content indexing and crawling service.
Machine Learning Engineer

HubSpot

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2 years ago
Coding
2 years ago
With the limitations of only having a random number generator, what approach would you take to generate i.i.d. draws from distribution X?
Machine Learning Engineer

HubSpot

IBM Logo

IBM

Intel Logo

Intel

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2 years ago
ML Knowledge
2 years ago
What separates linear regression and logistic regression in terms of output and usage?
Machine Learning Engineer

HubSpot

Chegg Logo

Chegg

Roofstock Logo

Roofstock

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2 years ago
Coding
2 years ago
Can you write a function that lists all of the prime numbers less than N?
Machine Learning Engineer

HubSpot

Apple Logo

Apple

Yahoo Logo

Yahoo

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2 years ago
System Design
2 years ago
Create a multiplayer game platform that supports real-time interaction.
Machine Learning Engineer

HubSpot

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2 years ago

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

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