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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

Ubisoft

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2 years ago
System Design
2 years ago
Implement a system for managing distributed CI/CD processes.
Machine Learning Engineer

Asana

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2 years ago
System Design
2 years ago
Architect a solution for handling live e-commerce transactions.
Machine Learning Engineer

Asana

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2 years ago
System Design
2 years ago
Develop an anti-fraud system for transaction monitoring.
Machine Learning Engineer

Asana

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2 years ago
System Design
2 years ago
Build a system to manage and distribute content using a CDN.
Machine Learning Engineer

Asana

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2 years ago
ML Knowledge
2 years ago
Can you describe the principal mechanism by which PCA operates?
Machine Learning Engineer

Asana

Ancestry Logo

Ancestry

PayPal Logo

PayPal

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2 years ago
System Design
2 years ago
Create an on-demand food ordering system similar to DoorDash.
Machine Learning Engineer

Asana

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2 years ago
ML Knowledge
2 years ago
Could you compare the convergence process of SGD to gradient descent and highlight its strengths?
Machine Learning Engineer

Asana

Squarespace Logo

Squarespace

Verizon Logo

Verizon

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2 years ago
System Design
2 years ago
Design a system for managing a distributed event sourcing architecture.
Machine Learning Engineer

Asana

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2 years ago
Coding
2 years ago
Can you devise an algorithm that finds all possible triplets in an input array whose sum adds up to a specified target value?
Machine Learning Engineer

Asana

TikTok Logo

TikTok

Meetup Logo

Meetup

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2 years ago

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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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