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Metrics and Experimentation

10 months ago

When creating a metric to compare two user's Netflix recommended lists of movie/tv show preferences, what steps would you take to ensure its reliability and accuracy?

Machine Learning Engineer

Taboola

Apple

Shopee

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10 months ago

System Design

10 months ago

Design an app for food delivery similar to DoorDash.

Machine Learning Engineer

Taboola

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10 months ago

ML Knowledge

10 months ago

In cases where one class is much more prevalent than the other in binary classification, what measures do you put in place to overcome this imbalance?

Machine Learning Engineer

Taboola

Pluralsight

Evernote

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10 months ago

ML Knowledge

a year ago

What strategies do you employ to manage datasets with imbalanced classes?

Machine Learning Engineer

Taboola

VMware

Bumble

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a year ago

System Design

a year ago

Design a system for real-time anomaly detection in system metrics.

Machine Learning Engineer

Taboola

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a year ago

ML Knowledge

a year ago

How do information theory principles aid in evaluating different language models? Could you give a practical example of such an evaluation?

Machine Learning Engineer

Taboola

Cleo

SAP

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a year ago

ML Knowledge

a year ago

Explain the concept of dimensionality reduction and how it is useful in data analysis.

Machine Learning Engineer

Taboola

Stitch Fix

Juniper Networks

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a year ago

ML Knowledge

a year ago

Could you elaborate on your methodology of evaluating the number of clusters needed in the K-means algorithm?

Machine Learning Engineer

Taboola

Canva

trivago

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a year ago

ML CaseProduct Case

a year ago

What patterns have you observed in rider requests, and what do you think is causing them?

Machine Learning Engineer

Taboola

Blend

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a year ago

Coding

a year ago

What is the 18th largest item in this array of numbers?

Machine Learning Engineer

Taboola

Andela

Plaid

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a year ago

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