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System Design
2 years ago
Build a predictive search autocomplete system.
Machine Learning Engineer

Siemens

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2 years ago
ML Knowledge
2 years ago
How does an LSTM's architecture and capabilities compare to a traditional RNN?
Machine Learning EngineerData Scientist

Siemens

Springboard Logo

Springboard

Instagram Logo

Instagram

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2 years ago
ML Knowledge
2 years ago
Why is it considered essential to account for error assumptions in linear regression, and what does it imply?
Machine Learning Engineer

Siemens

Niantic Logo

Niantic

ThoughtWorks Logo

ThoughtWorks

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2 years ago
Coding
2 years ago
How can you develop an object class in Python specifically for iterating over sequence types?
Machine Learning Engineer

Siemens

Sony Logo

Sony

ClassPass Logo

ClassPass

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2 years ago
ML Knowledge
2 years ago
Can you identify several optimization algorithms you have come across in your experience? How do you approach optimization when faced with a dataset containing a million variables? How is the simplex method applied to find solutions to optimization problems?
Machine Learning Engineer

Siemens

Uber Logo

Uber

Klarna Logo

Klarna

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2 years ago
ML Knowledge
2 years ago
Are you well-versed in XGBoosting and the various hyperparameters that can be fine-tuned for optimal performance?
Machine Learning Engineer

Siemens

New Relic Logo

New Relic

GitHub Logo

GitHub

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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

Siemens

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2 years ago
ML Case
2 years ago
Could you devise a system for promptly and effectively pinpointing objects in a visual frame?
Machine Learning Engineer

Siemens

Klarna Logo

Klarna

eBay Logo

eBay

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2 years ago
ML Knowledge
2 years ago
How would you define CNN and where would it find relevance in various sectors?
Machine Learning Engineer

Siemens

Pluralsight Logo

Pluralsight

Meetup Logo

Meetup

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2 years ago
ML Knowledge
2 years ago
What methodology would you follow when implementing the K-means algorithm to decide on the best number of clusters?
Machine Learning Engineer

Siemens

Canva Logo

Canva

trivago Logo

trivago

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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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