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ML Knowledge
2 years ago
Gradient issues can be frustrating in deep learning. What are your tried-and-tested techniques to manage these problems?
Machine Learning Engineer

Pluralsight

Dropbox

Sendbird

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2 years ago
ML Knowledge
2 years ago
What can you tell me about log loss and its relevance in statistical models?
Machine Learning EngineerData Scientist

Pluralsight

Datadog

DocuSign

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2 years ago
ML Knowledge
2 years ago
What approaches are taken to address covariate imbalance in machine learning, and how do they serve to improve model functionality?
Machine Learning Engineer

Pluralsight

Snowflake Logo

Snowflake

GoCardless Logo

GoCardless

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2 years ago
ML Knowledge
2 years ago
How do you rectify the challenges posed by an imbalanced dataset?
Machine Learning Engineer

Pluralsight

VMware Logo

VMware

Bumble Logo

Bumble

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2 years ago
Coding
2 years ago
How would you construct a parser to handle strings with deeply nested brackets?
Machine Learning Engineer

Pluralsight

Mapbox Logo

Mapbox

LiveRamp Logo

LiveRamp

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2 years ago
ML Knowledge
2 years ago
Can you describe the difference between L1 and L2 regularization techniques in regression analysis and why it's plausible to select one over the other?
Machine Learning Engineer

Pluralsight

Expedia Logo

Expedia

Ubisoft Logo

Ubisoft

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2 years ago
Coding
2 years ago
How would you go about writing a function that outputs all of the prime numbers beneath N?
Machine Learning Engineer

Pluralsight

DataRobot Logo

DataRobot

Figma Logo

Figma

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

Pluralsight

Microsoft Logo

Microsoft

Qualcomm Logo

Qualcomm

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2 years ago
System Design
2 years ago
Design a collaborative document editing service like Google Docs.
Machine Learning Engineer

Pluralsight

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2 years ago
ML Knowledge
2 years ago
How does the BERT model differ from the BiLSTM, and why is it considered superior?
Machine Learning Engineer

Pluralsight

Expedia Logo

Expedia

Monzo Logo

Monzo

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2 years ago

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

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