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System Design
2 years ago
Create a system to analyze financial data from markets in real-time.
Machine Learning Engineer

TikTok

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2 years ago
System Design
2 years ago
When it comes to managing web traffic, how do you determine whether to use a load balancer or a reverse proxy?
Machine Learning Engineer

TikTok

Zoox Logo

Zoox

Coinbase Logo

Coinbase

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2 years ago
Coding
2 years ago
How would you execute a dot product computation for sparse matrices?
Machine Learning EngineerData Scientist

TikTok

Avito Logo

Avito

Coinbase Logo

Coinbase

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2 years ago
ML Knowledge
2 years ago
Do ReLU or sigmoid activation functions better address the problem of vanishing gradients?
Machine Learning EngineerData Scientist

TikTok

Benchling Logo

Benchling

Cruise Logo

Cruise

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2 years ago
System Design
2 years ago
Create an on-demand food ordering system similar to DoorDash.
Machine Learning Engineer

TikTok

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2 years ago
ML KnowledgeML Case
2 years ago
Estimate the value of Pi using Monte Carlo Algorithm
Machine Learning EngineerData Scientist

TikTok

Benchling Logo

Benchling

Etsy Logo

Etsy

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2 years ago
Product Case
2 years ago
What steps do you take in order to forecast a brand's sales accurately?
Machine Learning Engineer

TikTok

ClassPass Logo

ClassPass

Meetup Logo

Meetup

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2 years ago
Coding
2 years ago
Write code that can identify the subarray of length k with the maximum sum from a given array of integers.
Machine Learning Engineer

TikTok

Deloitte Logo

Deloitte

LiveRamp Logo

LiveRamp

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2 years ago
Coding
2 years ago
How do you go about creating a function that assembles all the anagrams of a chosen string?
Machine Learning Engineer

TikTok

DocuSign Logo

DocuSign

Dropbox Logo

Dropbox

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2 years ago
Coding
2 years ago
What's the Python algorithm for generating the Fibonacci sequence?
Machine Learning Engineer

TikTok

Quora Logo

Quora

Deliveroo Logo

Deliveroo

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2 years ago

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

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