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ML Knowledge
a year ago
Could you provide some context about cross-validation and its importance in machine learning?
Machine Learning Engineer

Rakuten

Meetup

AppDynamics

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a year ago
System Design
a year ago
Build a service for log management across distributed systems.
Machine Learning Engineer

Rakuten

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a year ago
Product CaseML CaseML System Design
a year ago
If you were tasked with developing a demand forecasting model for a ride-sharing service, what approach would you take? What data sources and factors would you consider, and how would you ensure the model's accuracy?
Machine Learning Engineer

Rakuten

Dropbox Logo

Dropbox

Shopee Logo

Shopee

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a year ago
System Design
a year ago
How would you architect a scalable distributed file system?
Machine Learning Engineer

Rakuten

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a year ago
ML Knowledge
a year ago
Could you walk us through the benefits of using LSTM in machine learning and how it differs from other deep learning models? Additionally, can you share any experiences you've had working with LSTM?
Machine Learning Engineer

Rakuten

Ancestry Logo

Ancestry

Motorola Solutions Logo

Motorola Solutions

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a year ago
Coding
a year ago
What is your approach to identifying the shortest subarray with a sum greater than or equal to a target, using greediness?
Machine Learning EngineerData Scientist

Rakuten

AT&T Logo

AT&T

SAP Concur Logo

SAP Concur

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a year ago
ML System Design
a year ago
Can you describe the process of developing a podcast search engine that enables listeners to search for specific topics within show transcripts?
Machine Learning Engineer

Rakuten

Addepar Logo

Addepar

DocuSign Logo

DocuSign

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a year ago
ML CaseProduct Case
a year ago
What's your blueprint for a music recommendation system based on user listening habits, and which features of their listening history would you consider for suggestions?
Machine Learning Engineer

Rakuten

Square Logo

Square

StubHub Logo

StubHub

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a year ago
System Design
2 years ago
Design a system for managing a distributed data lake.
Machine Learning Engineer

Rakuten

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2 years ago
Statistics
2 years ago
Can you discuss the steps involved in decomposing errors into bias and variance in a machine learning model?
Machine Learning Engineer

Rakuten

NetEase Logo

NetEase

Bosch Logo

Bosch

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2 years ago

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

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