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ML Knowledge

6 months ago

What are the key differences between batch normalisation and instance normalisation?

Machine Learning EngineerData Scientist

Google

Snap

Wise

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6 months ago

ML Knowledge

6 months ago

Can you elucidate the principle of a Random Forest in machine learning?

Machine Learning Engineer

Chewy

ASML

TripAdvisor

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6 months ago

ML Knowledge

6 months ago

Outline the working principles of a 1D CNN.,

Machine Learning Engineer

Netflix

Agoda

SeatGeek

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6 months ago

ML Knowledge

6 months ago

What are the steps involved in performing PCA?

Machine Learning Engineer

Splunk

Ancestry

PayPal

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6 months ago

Metrics and Experimentation

6 months ago

When creating a metric to compare two user's Netflix recommended lists of movie/tv show preferences, what steps would you take to ensure its reliability and accuracy?

Machine Learning Engineer

Apple

Okta

Shopee

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6 months ago

Product CaseML Case

6 months ago

What patterns have you observed in rider requests, and what do you think is causing them?

Machine Learning Engineer

Microsoft

Flexport

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6 months ago

Statistics

6 months ago

Explain how you would generate an ROC curve given a set of predicted probabilities and true labels.

Machine Learning Engineer

MongoDB

Ally

Marqeta

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6 months ago

ML Knowledge

6 months ago

Can you elaborate on the dissimilarity between L1 and L2 regularization and how it's implemented in regression analysis? Also, when would you prefer one over the other?

Machine Learning Engineer

Groupon

Expedia

Ubisoft

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6 months ago

System Design

6 months ago

Design a real-time gaming leaderboard.

Machine Learning Engineer

Apple

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6 months ago

ML Knowledge

6 months ago

Describe a machine learning model you are familiar with and how it operates.

Machine Learning EngineerData Scientist

Instacart

Palantir Technologies

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6 months ago

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^*All interview questions are submitted by recent Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after verification by current and ex-Machine Learning Engineer employees.