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Metrics and Experimentation
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
Airbnb Machine Learning Engineer interview questions.
Our question bank has 10000+ interview questions and growing, 57 of which are for Airbnb Machine Learning Engineer interviews.
All interview questions are submitted by recent Airbnb Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at Airbnb.
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Coding
In a set of integers, how would you employ a greedy technique to find the smallest sequence summing to at least a target amount?
Machine Learning Engineer
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ML KnowledgeStatistics
In what way does PCA work and what are some of its cons?
Machine Learning Engineer
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ML Knowledge
Can you elucidate the principle of a Random Forest in machine learning?
Machine Learning Engineer
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ML KnowledgeStatistics
Please expound on the Naive Bayes algorithm and your process for deciding the classification threshold.,
Machine Learning Engineer
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ML Knowledge
What does the ROC curve depict and what insights does the AUC provide?
Machine Learning Engineer
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ML Knowledge
What's the objective of employing regularization in machine learning practices?
Machine Learning Engineer
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ML Knowledge
Can you describe how to deal with covariate imbalance within machine learning datasets and its effects on model precision?
Machine Learning Engineer
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ML CaseML System DesignProduct Case
Could you share your approach to developing a demand forecasting model for a ride-sharing service? What data sources and factors would you consider in this process?
Machine Learning Engineer
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Coding
Can you explain to me how you would calculate the fewest steps a knight needs to move from position A to position B on an infinite chessboard?
Machine Learning Engineer
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