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ML Knowledge
3 years ago
AUC is a popular metric used to determine the effectiveness of a model. Could you walk me through the steps for calculating AUC?
Machine Learning Engineer

StubHub

HubSpot

Bosch

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3 years ago
Coding
3 years ago
Can you construct a function to calculate the length of a sorted integer list that contains -1 as placeholders for out-of-range values, without using built-ins?
Machine Learning Engineer

StubHub

Sendbird

Square

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3 years ago
ML Knowledge
4 years ago
How would you distinguish batch normalisation from instance normalisation?
Machine Learning EngineerData Scientist

StubHub

eBay Logo

eBay

Samsara Logo

Samsara

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4 years ago
Coding
4 years ago
Show how you would implement a function to return the root mean squared error for two arrays.
Machine Learning EngineerData Scientist

StubHub

Bloomberg Logo

Bloomberg

Wise Logo

Wise

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4 years ago
System Design
4 years ago
Create a system for live processing of analytics data from mobile apps.
Machine Learning Engineer

StubHub

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4 years ago
ML Knowledge
4 years ago
In what ways do RNNs and LSTMs differ, particularly in handling dependencies?
Machine Learning EngineerData Scientist

StubHub

Springboard Logo

Springboard

Instagram Logo

Instagram

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4 years ago
ML Knowledge
4 years ago
Would you mind breaking down the interplay between bias and variance in machine learning and giving an example of how this tradeoff can emerge in a model's results?
Machine Learning Engineer

StubHub

Palo Alto Networks Logo

Palo Alto Networks

GoCardless Logo

GoCardless

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4 years ago
ML System Design
4 years ago
How would you approach designing a search engine that enables podcast listeners to search for specific topics within episode transcripts?
Machine Learning Engineer

StubHub

Addepar Logo

Addepar

DocuSign Logo

DocuSign

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4 years ago
Coding
4 years ago
How would you go about writing a routine to reverse strings?
Machine Learning EngineerData Scientist

StubHub

Skyscanner Logo

Skyscanner

Shopee Logo

Shopee

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4 years ago
ML Knowledge
4 years ago
Discuss the spectrum of time series models that extend beyond ARIMA.,
Machine Learning Engineer

StubHub

Stripe Logo

Stripe

ClassPass Logo

ClassPass

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4 years ago

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