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System Design
a year ago
Design a system that can efficiently perform complex graph traversals and pattern matching at scale.
Machine Learning Engineer

Asana

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a year ago
System Design
a year ago
Architect a service for file synchronization like Dropbox.
Machine Learning Engineer

Asana

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a year ago
ML Knowledge
a year ago
How would you illustrate the concept of a minimum height tree and detail the construction process?
Machine Learning Engineer

Asana

ASML

Honeywell

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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

Asana

DigitalOcean Logo

DigitalOcean

Livongo Logo

Livongo

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a year ago
ML Knowledge
2 years ago
Could you explain how the K-means and Expectation-Maximization (EM) algorithm differ in their approaches?
Machine Learning Engineer

Asana

ZocDoc Logo

ZocDoc

Audible Logo

Audible

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2 years ago
System Design
2 years ago
Design a system for real-time stock market data.
Machine Learning Engineer

Asana

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2 years ago
System Design
2 years ago
Create a workflow management system for distributed architectures.
Machine Learning Engineer

Asana

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

Asana

Boeing Logo

Boeing

Thumbtack Logo

Thumbtack

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2 years ago
ML Knowledge
2 years ago
Why is it considered essential to account for error assumptions in linear regression, and what does it imply?
Machine Learning Engineer

Asana

Niantic Logo

Niantic

ThoughtWorks Logo

ThoughtWorks

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2 years ago
ML Knowledge
2 years ago
Can you elaborate on the dissimilarity between L1 and L2 regularization and how it's implemented in regression analysis? Also, when would you prefer one over the other?
Machine Learning Engineer

Asana

Expedia Logo

Expedia

Ubisoft Logo

Ubisoft

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2 years ago

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Machine Learning Engineer

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Machine Learning Engineer

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Asana

Machine Learning Engineer

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

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