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ML Knowledge
6 months ago
How does information theory serve in the comparison of language models? Provide an instance of how you might apply this in practice.
Machine Learning Engineer

TikTok

Infineon

Zoox

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6 months ago
Coding
8 months ago
Share with me your thought process on implementing the two sum problem using a hash table in O(n) time complexity.
Machine Learning Engineer

TikTok

Ripple Logo

Ripple

SAP Logo

SAP

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8 months ago
ML Knowledge
10 months ago
How does DBSCAN differ from other clustering algorithms?
Machine Learning Engineer

TikTok

Grab Logo

Grab

Workday Logo

Workday

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10 months ago
System Design
10 months ago
Build a distributed system for event sourcing architecture management.
Machine Learning Engineer

TikTok

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10 months ago
ML Knowledge
10 months ago
In decision trees, what's the significance of bias and variance? Furthermore, which one presents a bigger issue - high bias or high variance - and what's the justification for that?
Machine Learning Engineer

TikTok

Redfin Logo

Redfin

Okta Logo

Okta

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10 months ago
ML Knowledge
10 months ago
Can you explain the concept of outlier detection in data analysis?
Machine Learning Engineer

TikTok

Wish Logo

Wish

Akamai Logo

Akamai

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10 months ago
Coding
a year ago
How would you approach programming Conway's Game of Life in Python?
Machine Learning Engineer

TikTok

Agoda Logo

Agoda

GitLab Logo

GitLab

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a year ago
ML Knowledge
a year ago
When it comes to detecting anomalies, what role do statistical models play?
Machine Learning Engineer

TikTok

Wealthfront Logo

Wealthfront

PagerDuty Logo

PagerDuty

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a year ago
ML System Design
a year ago
What approach would you take to train a machine learning model to accurately identify violations of terms and potentially harmful content in multimedia content and ads?
Machine Learning Engineer

TikTok

Meta Logo

Meta

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a year ago
ML CaseProduct Case
a year ago
How would you craft a recommendation service that reflects a user's auditory preferences, and what historical listening details would you leverage?
Machine Learning Engineer

TikTok

Hootsuite Logo

Hootsuite

Addepar Logo

Addepar

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a year 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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