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ML Knowledge
4 years ago
As they apply to decision trees, how do you explain bias and variance? Also, which is harder to tackle: high bias or high variance, and what's the basis for that?
Machine Learning Engineer

Yandex

Electronic Arts

Cohesity

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4 years ago
System Design
4 years ago
Design a link shortening service similar to TinyURL.
Machine Learning Engineer

Yandex

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4 years ago
System Design
4 years ago
Develop a distributed task queue system.
Machine Learning Engineer

Yandex

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4 years ago
System Design
4 years ago
Develop a caching layer for distributed environments.
Machine Learning Engineer

Yandex

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4 years ago
System Design
4 years ago
Architect a system for content review and moderation.
Machine Learning Engineer

Yandex

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4 years ago
ML Knowledge
4 years ago
What is the significance of regularization in the training of machine learning models?
Machine Learning Engineer

Yandex

AT&T Logo

AT&T

Zalando Logo

Zalando

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4 years ago
Statistics
4 years ago
How would you plot an ROC curve based on predicted probabilities and true labels?
Machine Learning Engineer

Yandex

Ally Logo

Ally

Marqeta Logo

Marqeta

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4 years ago
ML Knowledge
4 years ago
Would you be able to provide me with some instances where overfitting and underfitting are common in real-world situations? What are the implications for model accuracy and performance?
Machine Learning Engineer

Yandex

Fitbit Logo

Fitbit

Zillow Logo

Zillow

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4 years ago
ML Knowledge
4 years ago
What are the dissimilarities between SVM and Random Forest?
Machine Learning Engineer

Yandex

Boeing Logo

Boeing

Thumbtack Logo

Thumbtack

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4 years ago
ML Knowledge
4 years ago
What methods can be employed to handle covariate imbalance in machine learning, and how do they enhance model performance?
Machine Learning Engineer

Yandex

Snowflake Logo

Snowflake

GoCardless Logo

GoCardless

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4 years ago

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Yandex

Machine Learning Engineer

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System Design
Yandex logo

Yandex

Machine Learning Engineer

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ML System Design
Yandex logo

Yandex

Machine Learning Engineer

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Behavioral

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

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