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Coding
3 years ago
Could you devise a Python program to emulate Conway's Game of Life?
Machine Learning Engineer
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Autodesk

Agoda Logo

Agoda

GitLab Logo

GitLab

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3 years ago
Coding
3 years ago
Calculate the sum of the maximum sum path that goes through the root node in a tree.
Machine Learning Engineer
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Autodesk

SoFi Logo

SoFi

Rivian Logo

Rivian

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3 years ago
ML Knowledge
3 years ago
As they apply to decision trees, how do you explain bias and variance? Also, which is harder to tackle: high bias or high variance, and what's the basis for that?
Machine Learning Engineer
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Autodesk

Redfin Logo

Redfin

Okta Logo

Okta

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3 years ago
Coding
3 years ago
How would you write a function that wraps text into lines of a certain length, breaking only at spaces?
Machine Learning Engineer
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Autodesk

Intel Logo

Intel

Hitachi Logo

Hitachi

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3 years ago
Coding
3 years ago
Your task is to find the integer in an array of sorted integers from 0 to n that introduces a problem. Your algorithm should have a time complexity of O(log n).
Machine Learning Engineer
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Autodesk

Salesforce Logo

Salesforce

Roblox Logo

Roblox

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3 years ago
Coding
3 years ago
Could you explain how you would find the subsequence with the greatest sum in an array of integers?
Machine Learning Engineer
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Autodesk

Capital One Logo

Capital One

Soundcloud Logo

Soundcloud

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3 years ago
System Design
3 years ago
Implement a service to create short URLs like TinyURL.
Machine Learning Engineer
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Autodesk

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3 years ago
ML Knowledge
3 years ago
Could you discuss the obstacles in training deep neural networks that have many layers?
Machine Learning Engineer
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Autodesk

Square Logo

Square

Curve Logo

Curve

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3 years ago
ML Knowledge
3 years ago
Could you walk me through the process of analyzing an ROC curve? How do bagging and boosting differ in reducing variance and bias?
Machine Learning EngineerData Scientist
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Autodesk

Taboola Logo

Taboola

Stitch Fix Logo

Stitch Fix

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3 years ago
ML Knowledge
3 years ago
What is the rationale behind the application of regularization in machine learning?
Machine Learning Engineer
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Autodesk

eBay Logo

eBay

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TripAdvisor

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3 years ago

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

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