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ML Knowledge
a year ago
Could you enumerate different loss functions that you know and their use cases?
Machine Learning Engineer

Thumbtack

Databricks

Chewy

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a year ago
System Design
a year ago
What are the key components and considerations in designing a real-time newsfeed?
Machine Learning Engineer

Thumbtack

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a year ago
ML CaseML Knowledge
a year ago
What are the standard measures for evaluating the performance of models in computer vision?
Machine Learning Engineer

Thumbtack

Yandex

Pandora Logo

Pandora

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a year ago
System Design
2 years ago
Develop a distributed A/B testing service for feature rollout.
Machine Learning Engineer

Thumbtack

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2 years ago
Coding
2 years ago
How would you go about finding the maximum-length substring with distinct characters in a string?
Machine Learning Engineer

Thumbtack

Productboard Logo

Productboard

Chegg Logo

Chegg

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2 years ago
Coding
2 years ago
Given an array of integers, you are tasked with finding the subarray of length k that has the maximum sum. How would you go about solving this problem?
Machine Learning Engineer

Thumbtack

Roku Logo

Roku

Datadog Logo

Datadog

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2 years ago
System Design
2 years ago
Build a system to analyze customer feedback in real time.
Machine Learning Engineer

Thumbtack

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2 years ago
ML Knowledge
2 years ago
How does the BERT architecture function, and why is it superior to the BiLSTM?
Machine Learning Engineer

Thumbtack

Expedia Logo

Expedia

Monzo Logo

Monzo

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2 years ago
ML Knowledge
2 years ago
Could you elaborate on the differences between L1 and L2 regularization techniques for regression analysis, and when using one over the other is justified?
Machine Learning Engineer

Thumbtack

Expedia Logo

Expedia

Ubisoft Logo

Ubisoft

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2 years ago
ML Knowledge
2 years ago
Can you differentiate between batch normalisation and instance normalisation and their respective uses?
Machine Learning EngineerData Scientist

Thumbtack

eBay Logo

eBay

Samsara Logo

Samsara

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2 years ago

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Thumbtack

Machine Learning Engineer

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System Design
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Thumbtack

Machine Learning Engineer

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ML System Design
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Thumbtack

Machine Learning Engineer

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Behavioral

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

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