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System Design
4 years ago
Design a distributed service for rate limiting API requests.
Machine Learning Engineer

Canva

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4 years ago
ML Knowledge
4 years ago
How do you make sure that your machine learning results are communicated in the most impactful way to stakeholders?
Machine Learning Engineer

Canva

Wattpad

Tinder

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

Canva

Benchling

Soundcloud Logo

Soundcloud

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4 years ago
ML Knowledge
4 years ago
How would you describe the process of outlier detection?
Machine Learning Engineer

Canva

Hitachi Logo

Hitachi

Google Logo

Google

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4 years ago
ML Knowledge
4 years ago
How do SVM and Random Forest contrast each other?
Machine Learning Engineer

Canva

Boeing Logo

Boeing

Thumbtack Logo

Thumbtack

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4 years ago
Coding
4 years ago
Could you outline a function that manipulates data within a pandas dataframe?
Machine Learning Engineer

Canva

Snowflake Logo

Snowflake

StubHub Logo

StubHub

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4 years ago
Coding
4 years ago
How would you utilize a hash table to efficiently solve the two sum problem in O(n) time complexity?
Machine Learning Engineer

Canva

Shopify Logo

Shopify

BuzzFeed Logo

BuzzFeed

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4 years ago
Coding
4 years ago
How would you write a function that calculates the number of mines adjacent to each cell in a minesweeper board?
Machine Learning EngineerData Scientist

Canva

IBM Logo

IBM

Workday Logo

Workday

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4 years ago
ML CaseProduct Case
4 years ago
How would you craft a recommendation service that reflects a user's auditory preferences, and what historical listening details would you leverage?
Machine Learning Engineer

Canva

Square Logo

Square

StubHub Logo

StubHub

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4 years ago
ML CaseML Knowledge
4 years ago
Distinguish between multidimensional and tabular models, and elaborate on the one Azure analysis services support?
Machine Learning Engineer

Canva

SoFi Logo

SoFi

Plaid Logo

Plaid

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4 years ago

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

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