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ML Knowledge
10 months ago
Could you discuss the key characteristics of a perceptron?
Machine Learning Engineer

Pinterest

Peloton

SAP Concur

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

Pinterest

Blend

Reddit

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10 months ago
System Design
a year ago
Develop a solution for real-time processing of customer feedback data.
Machine Learning Engineer

Pinterest

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a year ago
System Design
a year ago
How would you architect a scalable platform for analyzing sentiment in millions of social media posts in real-time?
Machine Learning Engineer

Pinterest

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a year ago
ML Knowledge
a year ago
Can you explain the contrast between bagging and boosting? And what effects do they have on bias and variance?
Machine Learning Engineer

Pinterest

Benchling Logo

Benchling

Soundcloud Logo

Soundcloud

Get answer reviewed by AI
a year ago
Coding
a year ago
Given an array of characters representing mines on a minesweeper board, return an array of integers representing the number of mines around each cell.
Machine Learning EngineerData Scientist

Pinterest

IBM Logo

IBM

Workday Logo

Workday

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a year ago
ML Knowledge
a year ago
What do the training and loss graphs convey about a neural network? How do different loss functions affect the shape of the loss graph, and what are some frequently adopted ones? How do the training and loss graphs differ, and what part do they play in optimizing and improving model performance?
Machine Learning Engineer

Pinterest

DigitalOcean Logo

DigitalOcean

Livongo Logo

Livongo

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a year ago
System Design
a year ago
Redesign the Pinterest friend recommendation system.
Machine Learning EngineerSoftware EngineerTechnical Program ManagerEngineering Manager

Pinterest

Meta Logo

Meta

Reddit

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a year ago
System Design
a year ago
Design a ranking and scoring system for games.
Machine Learning Engineer

Pinterest

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a year ago
ML Knowledge
a year ago
What techniques might you use to evaluate a clustering model's performance if label information is present?
Machine Learning Engineer

Pinterest

Livongo Logo

Livongo

Snowflake Logo

Snowflake

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a year ago

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

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