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System Design
a year ago
Design a system for real-time audio/video streaming.
Machine Learning Engineer

Siemens

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a year ago
StatisticsML Knowledge
a year ago
Explain Principal Component Analysis. What are its disadvantages?
Machine Learning EngineerData Scientist

Siemens

Shutterstock Logo

Shutterstock

Improbable Logo

Improbable

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a year ago
Coding
a year ago
What Python code would you use to create the Fibonacci series iteratively?
Machine Learning Engineer

Siemens

Panasonic Logo

Panasonic

HubSpot Logo

HubSpot

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a year ago
Coding
a year ago
Design an algorithm that can find all possible triplets in an array of integers that sum up to a specified target value.
Machine Learning Engineer

Siemens

TikTok Logo

TikTok

Meetup Logo

Meetup

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a year ago
ML Knowledge
a year ago
What steps do you take to deal with gradient problems in deep learning, and how do you evaluate their effectiveness?
Machine Learning Engineer

Siemens

Dropbox Logo

Dropbox

Sendbird Logo

Sendbird

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a year ago
ML Knowledge
a year ago
As an expert on linear regression, can you explain the fundamental assumptions of this modeling technique and why they are necessary for an accurate interpretation of results?
Machine Learning Engineer

Siemens

Chime Logo

Chime

Anaplan Logo

Anaplan

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a year ago
ML Knowledge
a year ago
Can you talk about the complexities involved in training deep neural networks with an extensive number of layers?
Machine Learning Engineer

Siemens

Airbnb Logo

Airbnb

AppDynamics Logo

AppDynamics

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a year ago
Coding
a year ago
Can you find the least length subarray that sums to a target value or more, utilizing a greedy tactic?
Machine Learning EngineerData Scientist

Siemens

AT&T Logo

AT&T

SAP Concur Logo

SAP Concur

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a year ago
Coding
a year ago
Please provide a Python snippet that results in a functioning hash table.
Machine Learning Engineer

Siemens

Avito Logo

Avito

Amazon Web Services Logo

Amazon Web Services

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a year ago
ML Knowledge
2 years ago
Can you describe the difference between L1 and L2 regularization techniques in regression analysis and why it's plausible to select one over the other?
Machine Learning Engineer

Siemens

Expedia Logo

Expedia

Ubisoft Logo

Ubisoft

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2 years ago

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

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