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Coding

6 months ago

What would be your approach to writing a Python script that implements a hash table?

Machine Learning Engineer

Netflix

Yandex

Avito

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6 months ago

Coding

6 months ago

What steps would you take if you had to generate i.i.d. draws from a given distribution X when only having access to a random number generator?

Machine Learning Engineer

Spotify

Shopify

Marqeta

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6 months ago

ML CaseML Knowledge

6 months ago

Can you identify the problems that tend to surface with models that are heavily layered?

Machine Learning Engineer

Uber

Microsoft

VMware

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6 months ago

Coding

6 months ago

Would you be able to write a function that inputs two arrays and computes the RMSE?

Machine Learning EngineerData Scientist

Instacart

Microsoft

Adyen

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6 months ago

Coding

6 months ago

Show how to write a function that neatly wraps text, considering space boundaries and a character threshold.

Machine Learning Engineer

Meta

Curve

Wayfair

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6 months ago

ML Knowledge

6 months ago

The AUC is a critical performance indicator for a model. Do you know how to calculate AUC for a given model?

Machine Learning Engineer

Cisco

HubSpot

Bosch

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6 months ago

ML Knowledge

6 months ago

How do you make sure that your anomaly detection system can handle data sets with a wide variety of variables and dimensions?

Machine Learning Engineer

Snap

Microsoft

TikTok

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6 months ago

ML CaseProduct CaseML System Design

6 months ago

If you were tasked with developing a demand forecasting model for a ride-sharing service, what approach would you take? What data sources and factors would you consider, and how would you ensure the model's accuracy?

Machine Learning Engineer

Dropbox

Asana

Netflix

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6 months ago

ML Knowledge

6 months ago

Can you explain what DMatrix is in XGBoost? How does it differ from other data structures used in gradient boosting?

Machine Learning EngineerData Scientist

TikTok

Benchling

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6 months ago

ML Knowledge

6 months ago

How do you address the difficulties that arise when training deep neural networks with multiple layers?

Machine Learning Engineer

Apple

Airbnb

AppDynamics

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6 months ago

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Amazon

Machine Learning Engineer

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Behavioral

Google

Machine Learning Engineer

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Behavioral

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^*All interview questions are submitted by recent Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after verification by current and ex-Machine Learning Engineer employees.