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ML Knowledge
a year ago
What are the significant challenges in training deep neural networks with numerous layers?
Machine Learning Engineer

Redfin

Square

Curve

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

Redfin

Netflix Logo

Netflix

Visa Logo

Visa

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a year ago
System Design
2 years ago
Design a social network's friend recommendation system.
Machine Learning Engineer

Redfin

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2 years ago
System Design
2 years ago
Design a collaborative editing platform for real-time use.
Machine Learning Engineer

Redfin

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2 years ago
Coding
2 years ago
How can you simulate 1000 normally distributed data points with mean=x and variance=y in R, summarize the statistics, and create a density plot? Additionally, replicate this task in Python on the Codility editor.
Machine Learning Engineer

Redfin

Waymo Logo

Waymo

Pandora Logo

Pandora

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2 years ago
System Design
2 years ago
Build a real-time query processing system for natural language inputs.
Machine Learning Engineer

Redfin

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2 years ago
Coding
2 years ago
Can you explain to me how you would create a function that can identify which words in a list are anagrams of other words in that same list?
Machine Learning Engineer

Redfin

Pendo Logo

Pendo

GitLab Logo

GitLab

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2 years ago
ML Knowledge
2 years ago
Could you expand on the concept of attention mechanisms in neural networks?
Machine Learning Engineer

Redfin

Yelp Logo

Yelp

Riot Games Logo

Riot Games

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2 years ago
ML Knowledge
2 years ago
How familiar are you with LSTM? Can you tell us why it is used in machine learning and if you've had any experience working with it?
Machine Learning Engineer

Redfin

SoFi Logo

SoFi

N26 Logo

N26

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2 years ago
ML Knowledge
2 years ago
Tell me about the concept of cross-validation and its significance in machine learning?
Machine Learning Engineer

Redfin

Nokia Logo

Nokia

DoorDash Logo

DoorDash

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2 years ago

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

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