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Coding
a year ago
Can you develop an algorithm to find the integer that causes a problem in an array of sorted integers from 0 to n? Your solution should have a time complexity of O(log n).
Machine Learning Engineer

Figma

Roofstock

Databricks

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a year ago
ML Knowledge
a year ago
How do RNNs and LSTMs vary when it comes to long-term dependency modeling?
Machine Learning EngineerData Scientist

Figma

Springboard

Instagram

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a year ago
ML Knowledge
a year ago
What are ROC curves used for and what does the AUC tell us in model assessment?
Machine Learning Engineer

Figma

Livongo Logo

Livongo

DigitalOcean Logo

DigitalOcean

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a year ago
ML Knowledge
a year ago
Can you describe what log loss measures in a predictive model?
Machine Learning EngineerData Scientist

Figma

Datadog Logo

Datadog

DocuSign Logo

DocuSign

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a year ago
Coding
a year ago
Demonstrate the process of creating a function that yields a random normal distribution and its plot.
Machine Learning Engineer

Figma

Zendesk Logo

Zendesk

Zoom Logo

Zoom

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a year ago
ML Knowledge
a year ago
What is the gradient boost algorithm and how is it applied in machine learning?
Machine Learning Engineer

Figma

Pluralsight Logo

Pluralsight

Elastic Logo

Elastic

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a year ago
ML Knowledge
2 years ago
Can you discuss the tradeoffs involved in utilizing decision trees to make business decisions?
Machine Learning Engineer

Figma

Airbnb Logo

Airbnb

Course Hero Logo

Course Hero

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2 years ago
System Design
2 years ago
Create a distributed lock manager for synchronizing access.
Machine Learning Engineer

Figma

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2 years ago
ML CaseML Knowledge
2 years ago
What are your go-to optimization techniques and how do they essentially operate?
Machine Learning Engineer

Figma

Blend Logo

Blend

Udemy Logo

Udemy

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2 years ago
System Design
2 years ago
Build a system for monitoring traffic in real-time and rerouting based on congestion.
Machine Learning Engineer

Figma

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2 years ago

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

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