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Metrics and Experimentation
8 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
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Taboola

Addepar Logo

Addepar

Stripe Logo

Stripe

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8 months ago
System Design
8 months ago
Design an app for food delivery similar to DoorDash.
Machine Learning Engineer
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Taboola

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8 months ago
ML Knowledge
8 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
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Taboola

eToro Logo

eToro

GitLab Logo

GitLab

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8 months ago
ML Knowledge
9 months ago
What strategies do you employ to manage datasets with imbalanced classes?
Machine Learning Engineer
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Taboola

Red Hat Logo

Red Hat

DoorDash Logo

DoorDash

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9 months ago
System Design
9 months ago
Design a system for real-time anomaly detection in system metrics.
Machine Learning Engineer
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Taboola

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9 months ago
ML Knowledge
10 months 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 Logo

Taboola

Infineon Logo

Infineon

Zoox Logo

Zoox

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10 months ago
ML Knowledge
a year ago
Explain the concept of dimensionality reduction and how it is useful in data analysis.
Machine Learning Engineer
Taboola Logo

Taboola

Citrix Logo

Citrix

BetterUp Logo

BetterUp

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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 Logo

Taboola

Rivian Logo

Rivian

Plaid Logo

Plaid

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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 Logo

Taboola

Slack Logo

Slack

DigitalOcean Logo

DigitalOcean

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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
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Taboola

Criteo Logo

Criteo

Cloudera Logo

Cloudera

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a year ago

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*All interview questions are submitted by recent Taboola Machine Learning Engineer candidates, labelled and categorized by Prepfully, and then published after being verified by Machine Learning Engineers at Taboola.

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