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ML Knowledge

3 years ago

How did you mitigate multicollinearity, and what was your threshold for VIF?

Machine Learning Engineer

Slack

Airbnb

Palo Alto Networks

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3 years ago

ML Knowledge

3 years ago

What sort of impediments have you faced while experimenting with supervised machine learning and how did you manage to conquer them?

Machine Learning Engineer

Slack

Intuit

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3 years ago

ML Knowledge

3 years ago

What are the advantages and disadvantages of decision trees when compared to other classification algorithms?

Machine Learning Engineer

Slack

Airbnb

Course Hero

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3 years ago

ML Knowledge

3 years ago

Can you discuss the properties of DMatrix in XGBoost and compare it with other data structures used in the field of gradient boosting?

Machine Learning EngineerData Scientist

Slack

Viber

Deloitte

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3 years ago

ML Knowledge

3 years ago

What distinguishes a CNN from an RNN in machine learning paradigms?

Machine Learning Engineer

Slack

Expedia

Samsara

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3 years ago

ML Knowledge

3 years ago

When it comes to ETL, what steps do you take to ensure efficiency of the process? What challenges have you encountered during this stage?

Machine Learning Engineer

Slack

Snap

Meetup

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3 years ago

System Design

3 years ago

Design a system for managing a distributed backup and recovery system.

Machine Learning Engineer

Slack

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3 years ago

System Design

3 years ago

Create a chat application with end-to-end encryption like WhatsApp.

Machine Learning Engineer

Slack

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3 years ago

Statistics

3 years ago

Can you discuss the steps involved in decomposing errors into bias and variance in a machine learning model?

Machine Learning Engineer

Slack

NetEase

Bosch

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3 years ago

System Design

3 years ago

What are the key components and considerations in designing a low-latency video analysis system?

Machine Learning Engineer

Slack

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3 years ago

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