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System Design

2 years ago

Build a solution for processing live weather data in real-time.

Machine Learning Engineer

Peloton

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2 years ago

System Design

2 years ago

Design a system for managing a distributed time series database.

Machine Learning Engineer

Peloton

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2 years ago

Coding

2 years ago

Could you outline an algorithm for detecting the longest strictly increasing subarray via dynamic programming?

Machine Learning Engineer

Peloton

Bumble

Andela

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2 years ago

ML Knowledge

2 years ago

Why do you think that Time Series Forecasting is such a valuable tool for businesses to make informed decisions?

Machine Learning Engineer

Peloton

Electronic Arts

PagerDuty

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2 years ago

ML Knowledge

2 years ago

Can you elaborate on the discrepancies between SVM and Random Forest?

Machine Learning Engineer

Peloton

Canva

Medallia

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2 years ago

Coding

2 years ago

Could you produce 1000 data points in R with a normal distribution, defined mean, and variance, analyze the dataset summary, and plot its density? Also, show how to do this in a Python environment on Codility.

Machine Learning Engineer

Peloton

Waymo

Pandora

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2 years ago

ML Knowledge

2 years ago

Can you discuss how cross-validation is used to evaluate the performance of a machine learning model?

Machine Learning Engineer

Peloton

Intel

Capital One

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2 years ago

ML Knowledge

2 years ago

What is the ROC curve and how is AUC related to it?

Machine Learning Engineer

Peloton

Comcast

Panasonic

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2 years ago

System Design

2 years ago

Design a network for social sharing similar to Twitter.

Machine Learning Engineer

Peloton

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2 years ago

ML Knowledge

2 years ago

Could you explain the essential phases of backpropagation used in neural network training?

Machine Learning Engineer

Peloton

Faire

Arm

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2 years ago

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

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