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ML Knowledge

4 years ago

What is the significance of batch normalization and dropout in the machine learning domain?

Machine Learning Engineer

Venmo

Verizon

Citrix

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4 years ago

Statistics

4 years ago

Could you elaborate on ways to decompose errors into variance and bias?

Machine Learning Engineer

Venmo

NetEase

Bosch

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4 years ago

ML Knowledge

4 years ago

What are the key contrasts between the architecture of CNNs and RNNs?

Machine Learning Engineer

Venmo

Expedia

Samsara

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4 years ago

Coding

4 years ago

Could you demonstrate how to process a minesweeper board array and output the mine counts for each cell?

Machine Learning EngineerData Scientist

Venmo

IBM

Workday

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4 years ago

ML Knowledge

4 years ago

In the operational sequence of a neural network, is the vanishing gradient issue more common at the beginning or the end?

Machine Learning Engineer

Venmo

eToro

Wattpad

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4 years ago

StatisticsML Knowledge

4 years ago

Can you outline the core principles of Naive Bayes and how you establish a classification cut-off?

Machine Learning Engineer

Venmo

Amazon

Peloton

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4 years ago

ML Knowledge

4 years ago

How would you describe the Random Forest algorithm to someone unfamiliar with it?

Machine Learning Engineer

Venmo

ASML

TripAdvisor

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4 years ago

ML Knowledge

4 years ago

I'd like to know more about your knowledge of machine learning architectures. Could you describe a few that you have worked with?

Machine Learning Engineer

Venmo

Stripe

Airtable

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4 years ago

ML Knowledge

4 years ago

What are the benefits and drawbacks of incorporating decision trees into a machine learning model?

Machine Learning Engineer

Venmo

Airbnb

Course Hero

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4 years ago

ML Knowledge

4 years ago

Can you clarify what bootstrapping involves and whether it's advisable to use it to expand sample size?

Machine Learning EngineerData Scientist

Venmo

Atlassian

Dell

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4 years ago

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Venmo

Machine Learning Engineer

Prepare for System Design interview at Venmo

System Design

Venmo

Machine Learning Engineer

Prepare for ML System Design interview at Venmo

ML System Design

Venmo

Machine Learning Engineer

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Behavioral

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