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Coding
2 years ago
Show how you'd write a function to produce all permutations that are anagrams of a string.
Data Scientist

Autodesk

Lattice Logo

Lattice

Pandora Logo

Pandora

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2 years ago
ML Knowledge
2 years ago
What's your understanding of a minimum height tree, and how can it be created?
Data Scientist

Autodesk

Nubank Logo

Nubank

Hitachi Logo

Hitachi

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2 years ago
ML Knowledge
2 years ago
Could you compare the concepts of batch normalisation and instance normalisation?
Data ScientistMachine Learning Engineer

Autodesk

eBay Logo

eBay

Samsara Logo

Samsara

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2 years ago
Behavioral
2 years ago
If you took an unpopular decision, please tell me about it
Data ScientistSoftware EngineerTechnical Program ManagerBackend Engineer

Autodesk

Deliveroo Logo

Deliveroo

Pendo Logo

Pendo

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2 years ago
Coding
2 years ago
How can you implement binary search and explain its time complexity? Do you see any possibilities for optimization?
Data Scientist

Autodesk

Bitdefender Logo

Bitdefender

Mailchimp Logo

Mailchimp

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2 years ago
ML Knowledge
2 years ago
In simple terms, what does the Random Forest algorithm do, and why is it useful?
Data Scientist

Autodesk

Digit Logo

Digit

Figma Logo

Figma

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2 years ago
Statistics
2 years ago
Consider drawing from a random variable with a standard normal distribution. How many days do you expect it would take for you to draw a value exceeding 2?
Data Scientist

Autodesk

NVIDIA Logo

NVIDIA

Comcast Logo

Comcast

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2 years ago
ML Knowledge
2 years ago
With so many options out there, how do you narrow down which algorithm to use for a specific machine learning problem?
Data Scientist

Autodesk

Springboard Logo

Springboard

Huawei Logo

Huawei

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2 years ago
Coding
2 years ago
In Python, how do you script out the implementation of a hash table?
Data Scientist

Autodesk

Cleo Logo

Cleo

Cruise Logo

Cruise

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2 years ago
ML Knowledge
2 years ago
What would you say are the key assumptions of linear regression, and why are they vital considerations for the accurate interpretation of research outcomes?
Data Scientist

Autodesk

Illumina Logo

Illumina

StubHub Logo

StubHub

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2 years ago

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*All interview questions are submitted by recent Autodesk Data Scientist candidates, labelled and categorized by Prepfully, and then published after being verified by Data Scientists at Autodesk.

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