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ML Knowledge
6 months ago
When it comes to decision trees, how do bias and variance come into play? And specifically, which is more concerning - high bias or high variance - and what's the reasoning behind that?
Machine Learning Engineer

Figma

Electronic Arts

Cohesity

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6 months ago
StatisticsML Knowledge
6 months ago
What’s your understanding of PCA and its inherent disadvantages?
Machine Learning EngineerData Scientist

Figma

Shutterstock Logo

Shutterstock

Improbable Logo

Improbable

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6 months ago
ML Knowledge
6 months ago
How familiar are you with regularization in the context of machine learning?
Machine Learning Engineer

Figma

Zoom Logo

Zoom

Mailchimp Logo

Mailchimp

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6 months ago
ML Knowledge
7 months ago
What is the bias-variance tradeoff in machine learning, and how have you witnessed this tradeoff affecting the performance of a model?
Machine Learning Engineer

Figma

Palo Alto Networks Logo

Palo Alto Networks

GoCardless Logo

GoCardless

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7 months ago
Metrics and Experimentation
7 months ago
Imagine you're building a metric to compare two user's Netflix recommended lists of movie/tv show preferences. What factors would you prioritize in the development process?
Machine Learning Engineer

Figma

Apple Logo

Apple

Shopee Logo

Shopee

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7 months ago
Coding
7 months ago
Walk me through the steps you would take to determine the shortest distance for a knight to move on an infinite chessboard from A to B.
Machine Learning Engineer

Figma

Meetup Logo

Meetup

Discord Logo

Discord

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7 months ago
Product CaseML Case
8 months ago
What have been the primary factors influencing company's ride requests over the past few years?
Machine Learning Engineer

Figma

Blend Logo

Blend

Reddit Logo

Reddit

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8 months ago
System Design
8 months ago
Propose a high-level design for a system that can ingest, process, and analyze satellite imagery for multiple applications.
Machine Learning Engineer

Figma

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8 months ago
Coding
9 months ago
Could you create a code for a text wrapper that adheres to a given character limit without cutting words in half?
Machine Learning Engineer

Figma

Wayfair Logo

Wayfair

Meta Logo

Meta

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9 months ago
System Design
9 months ago
Build a distributed configuration management tool for large-scale systems.
Machine Learning Engineer

Figma

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9 months ago

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

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