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ML Knowledge
2 years ago
How does k-means clustering work, and can it guarantee finding the global optimum? Create an implementation for k-means with an N*D input matrix.
Machine Learning Engineer

WorldRemit

Optimizely

Intuit

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2 years ago
Behavioral
2 years ago
What's the usual workflow for an ML project, from its kickoff to its wrap-up?
Machine Learning Engineer

WorldRemit

Ancestry

Zendesk

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2 years ago
ML Knowledge
2 years ago
Can you describe how Gradient Descent functions as a part of the training mechanism for deep learning models?
Machine Learning Engineer

WorldRemit

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Deliveroo

Ubisoft Logo

Ubisoft

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2 years ago
ML Knowledge
2 years ago
Have you faced any challenges in detecting anomalies and how did you overcome them?
Machine Learning Engineer

WorldRemit

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Microsoft

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Qualcomm

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2 years ago
Coding
2 years ago

Two Sum

You're presented with an array of integers and a specific target value. Your task is to identify and return the indices of two numbers from the array that add up to the target. You can assume there's exactly one solution, and you can't use the same element twice. The indices can be returned in any order.

Input: nums = [14,8,22,6], target = 20

Output: [1,3]

Explanation: The integers at indices 1 and 3 (8 and 6) sum up to 20, so we return [1, 3].

Machine Learning Engineer

WorldRemit

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2 years ago
ML Knowledge
2 years ago
What would you say are the key assumptions of linear regression, and why are they vital considerations for the accurate interpretation of research outcomes?
Machine Learning Engineer

WorldRemit

Chime Logo

Chime

Anaplan Logo

Anaplan

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2 years ago
ML Knowledge
2 years ago
How would you define CNN and where would it find relevance in various sectors?
Machine Learning Engineer

WorldRemit

Pluralsight Logo

Pluralsight

Meetup Logo

Meetup

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2 years ago
ML Knowledge
2 years ago
Please tell me about a machine learning model you’ve used and elucidate on its workings.
Machine Learning EngineerData Scientist

WorldRemit

BuzzFeed Logo

BuzzFeed

Andela Logo

Andela

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2 years ago
ML Knowledge
2 years ago
Explain the divergence between L1 and L2 regularization techniques for regression analysis and when it's prudent to pick one over the other?
Machine Learning Engineer

WorldRemit

Expedia Logo

Expedia

Ubisoft Logo

Ubisoft

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2 years ago
Coding
2 years ago
Can you implement a binary search-based function to pinpoint the maximum element in a list?
Machine Learning EngineerData Scientist

WorldRemit

Rubrik Logo

Rubrik

Disney Logo

Disney

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2 years ago

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Machine Learning Engineer

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Machine Learning Engineer

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ML System Design
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WorldRemit

Machine Learning Engineer

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Behavioral

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

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