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ML Knowledge

8 months ago

What are the core differences in how supervised, unsupervised, and reinforcement learning algorithms learn?

Machine Learning Engineer

Rakuten

TikTok

Grab

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8 months ago

ML Knowledge

9 months ago

In your own words, what does an attention model mean?

Machine Learning Engineer

Rakuten

Calm

Infineon

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9 months ago

ML Knowledge

9 months ago

How significant is the assumption of error in linear regression, and why is it important to consider while creating relevant models?

Machine Learning Engineer

Rakuten

Niantic

ThoughtWorks

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9 months ago

System Design

9 months ago

Build a system for recognizing faces in real-time with high accuracy.

Machine Learning Engineer

Rakuten

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9 months ago

System Design

9 months ago

Develop an automated payment solution for Rakuten.

Machine Learning EngineerSoftware EngineerTechnical Program ManagerSite Reliability Engineering Manager

Rakuten

GameStop

Marqeta

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9 months ago

System Design

10 months ago

Design a system for managing a distributed consensus algorithm.

Machine Learning Engineer

Rakuten

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10 months ago

ML Knowledge

a year ago

Can you explain the rationale behind the ROC curve and what AUC stands for?

Machine Learning Engineer

Rakuten

Livongo

DigitalOcean

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a year ago

System Design

a year ago

Build a service to handle and track in-app purchases.

Machine Learning Engineer

Rakuten

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a year ago

Coding

a year ago

What steps would you take to efficiently solve the two sum problem using a hash table and maintain a O(n) time complexity?

Machine Learning Engineer

Rakuten

Shopify

BuzzFeed

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a year ago

System Design

a year ago

Construct a flexible payment planner for Rakuten.

Machine Learning EngineerSoftware EngineerTechnical Program ManagerSite Reliability Engineering Manager

Rakuten

GameStop

Marqeta

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a year 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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