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ML Knowledge

3 years ago

What would be your approach to calculating the correlation between a binary variable and a continuous variable?

Machine Learning Engineer

EPAM Systems

Chime

Shopee

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3 years ago

System Design

3 years ago

Create a platform for real-time face detection and recognition.

Machine Learning Engineer

EPAM Systems

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3 years ago

ML Knowledge

3 years ago

From your experience in machine learning, could you explain the significance of the ROC curve?

Machine Learning Engineer

EPAM Systems

Amazon Web Services

Tableau

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3 years ago

ML Knowledge

3 years ago

What are some techniques you use to effectively share the insights of machine learning with stakeholders?

Machine Learning Engineer

EPAM Systems

Wattpad

Tinder

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3 years ago

Coding

4 years ago

You are given an array of integers, and you are asked to determine the subarray of length k with the maximum possible sum. How would you approach this task?

Machine Learning Engineer

EPAM Systems

Roku

Datadog

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4 years ago

Statistics

4 years ago

Can you explain how to break down errors into bias and variance components in a machine learning model?

Machine Learning Engineer

EPAM Systems

NetEase

Bosch

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4 years ago

ML Knowledge

4 years ago

What is the principle behind bootstrapping, and would you recommend using it to increase sample sizes?

Machine Learning EngineerData Scientist

EPAM Systems

Atlassian

Dell

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4 years ago

Coding

4 years ago

What methodology would you apply to locate the subsequence with the maximum sum in a series of numbers?

Machine Learning Engineer

EPAM Systems

Panasonic

Snap

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4 years ago

ML Knowledge

4 years ago

How computationally intensive is it to train a support vector machine? What computational cost is involved in SVM prediction in relation to time complexity? In terms of time complexity, how does the use of Linear or RBF kernels in SVMs differ?

Machine Learning Engineer

EPAM Systems

Mayo Clinic

ASML

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4 years ago

ML Knowledge

4 years ago

Does the vanishing gradient problem manifest nearer to the first or last layer of a neural network?

Machine Learning Engineer

EPAM Systems

Peek

Rivian

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4 years ago

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

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