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ML KnowledgeML Case
8 months ago
How does the R-square measure fall short in providing a complete picture of linear regression model performance? What does it imply about the linear regression model when you encounter a low R-square?
Machine Learning Engineer
Amazon Logo

Amazon

ThoughtWorks Logo

ThoughtWorks

PayPal Logo

PayPal

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8 months ago
System Design
9 months ago
Formulate a multi-vendor e-commerce solution for Amazon.
Machine Learning EngineerSoftware EngineerTechnical Program ManagerEngineering Manager
Amazon Logo

Amazon

Wayfair Logo

Wayfair

Toptal Logo

Toptal

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9 months ago
ML Knowledge
9 months ago
In what way does DMatrix in XGBoost vary from other data structures utilized in gradient boosting frameworks?
Machine Learning EngineerData Scientist
Amazon Logo

Amazon

Prezi Logo

Prezi

Rivian Logo

Rivian

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9 months ago
System Design
10 months ago
Propose a high-level design for a system that can ingest, process, and analyze satellite imagery for multiple applications.
Machine Learning Engineer
Amazon Logo

Amazon

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10 months ago
Metrics and Experimentation
a year ago
Could you walk me through how you would design a metric to compare two user's Netflix recommended lists of movie/tv show preferences?
Machine Learning Engineer
Amazon Logo

Amazon

Addepar Logo

Addepar

Stripe Logo

Stripe

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a year ago
System Design
a year ago
Develop a system for instant messaging and file sharing.
Machine Learning Engineer
Amazon Logo

Amazon

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a year ago
ML Knowledge
a year ago
Could you discuss the favorable and less favorable features of Support Vector Machines?
Machine Learning Engineer
Amazon Logo

Amazon

Grab Logo

Grab

Amgen Logo

Amgen

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a year ago
ML Knowledge
a year ago
Can you describe the unique characteristics of CNNs as opposed to RNNs?
Machine Learning Engineer
Amazon Web Services Logo

Amazon Web Services

Amazon Logo

Amazon

OneTrust Logo

OneTrust

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a year ago
System Design
a year ago
Design a music streaming service like Spotify.
Machine Learning Engineer
Amazon Logo

Amazon

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a year ago
System Design
a year ago
How would you architect a user session management system for a large-scale web app?
Machine Learning Engineer
Amazon Logo

Amazon

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a year ago

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

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