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ML KnowledgeML Case
6 months ago
What does the journey of a machine learning model look like from initial training to final deployment?
Machine Learning Engineer

Palantir Technologies

Spotify

Tinder

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6 months ago
Coding
6 months ago
Given 2 strings. Determine whether they can match in 0 or 1 swaps. StringA = "hello" StringB="oellh
Machine Learning EngineerData Scientist

Microsoft

Qualtrics

Zomato

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6 months ago
Coding
6 months ago
Can you choose an algorithm to isolate fake news articles and walk us through its implementation?
Machine Learning Engineer
OpenDoor Logo

OpenDoor

Coursera Logo

Coursera

Samsara Logo

Samsara

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6 months ago
Product CaseML Case
6 months ago
Can you walk us through designing and building a restaurant recommendation system for a social feed? Which techniques or algorithms would be used for making recommendations to users? Provide a hypothetical scenario of a recommendation process, and explain how the algorithm would manage it.
Machine Learning Engineer
Instacart Logo

Instacart

Meta Logo

Meta

DoorDash Logo

DoorDash

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6 months ago
Coding
6 months ago
With the limitations of only having a random number generator, what approach would you take to generate i.i.d. draws from distribution X?
Machine Learning Engineer

Spotify

Shopify Logo

Shopify

Zendesk Logo

Zendesk

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6 months ago
Behavioral
6 months ago
Can you walk me through the normal progression of an ML project from the initial phase to the final phase?
Machine Learning Engineer
Stripe Logo

Stripe

Yelp Logo

Yelp

Ancestry Logo

Ancestry

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6 months ago
ML Knowledge
6 months ago
Can you describe the meaning of precision and recall metrics in natural language processing? How do these metrics help us to evaluate the effectiveness of classification models?
Machine Learning Engineer
Google Logo

Google

Shopify Logo

Shopify

BetterUp Logo

BetterUp

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6 months ago
Coding
6 months ago
How would you apply the greedy method to locate the smallest subarray exceeding a target sum in an integer array?
Machine Learning EngineerData Scientist
Google Logo

Google

Dropbox Logo

Dropbox

NetEase Logo

NetEase

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6 months ago
System Design
6 months ago
Create an on-demand ride-sharing app like Uber.
Machine Learning Engineer
Quora Logo

Quora

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6 months ago
ML Knowledge
6 months ago
In what circumstances would you apply Ridge or Lasso regression, and how would you determine which to use?
Machine Learning Engineer
Snap Logo

Snap

Asana Logo

Asana

Evernote Logo

Evernote

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6 months ago

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Amazon

Machine Learning Engineer

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Behavioral
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Google

Machine Learning Engineer

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Behavioral
Meta logo

Meta

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.

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