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ML Case
4 years ago
Can you outline the process of creating a model dedicated to the efficient detection of objects in frames?
Machine Learning Engineer

Convoy

Wayfair

NetEase

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4 years ago
ML Knowledge
4 years ago
Are you familiar with the mathematical equations used to determine precision and recall values in a data analysis?
Machine Learning Engineer

Convoy

InVision Logo

InVision

N26 Logo

N26

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4 years ago
ML Knowledge
4 years ago
Could you describe some methods for reducing dimensionality and how they're used in Machine Learning?
Machine Learning Engineer

Convoy

Wise Logo

Wise

ClassPass Logo

ClassPass

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4 years ago
ML Knowledge
4 years ago
What does batch normalization aim to achieve, and how does dropout function in model training?
Machine Learning Engineer

Convoy

Qualcomm Logo

Qualcomm

Blend Logo

Blend

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4 years ago
Coding
4 years ago
Do you know what words from the given list are blanagrams - debit card and bad credit?
Machine Learning Engineer

Convoy

TripAdvisor Logo

TripAdvisor

Centrica Logo

Centrica

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4 years ago
Product CaseML System DesignML Case
4 years ago
A system is needed to detect any unusual behavior on a monitored server and alert the user as soon as possible. How would you design such a system using time series anomaly detection techniques?
Machine Learning Engineer

Convoy

Wealthfront Logo

Wealthfront

Palantir Technologies Logo

Palantir Technologies

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4 years ago
ML Knowledge
4 years ago
What are overfitting and underfitting in machine learning? Why are they crucial factors to consider when developing models?
Machine Learning Engineer

Convoy

Stitch Fix Logo

Stitch Fix

NetEase

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4 years ago
ML Knowledge
4 years ago
How is information theory utilized in the assessment of language models, and can you illustrate its use with a comparative model evaluation?
Machine Learning Engineer

Convoy

Infineon Logo

Infineon

Zoox Logo

Zoox

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4 years ago
ML Knowledge
4 years ago
Could you describe in detail how you would go about identifying an anomaly in a continuous data set?
Machine Learning Engineer

Convoy

Wealthfront Logo

Wealthfront

PagerDuty Logo

PagerDuty

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4 years ago

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

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