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ML CaseML Knowledge
4 years ago
In what ways is R-square an incomplete metric for linear regression analysis? How do you justify a low R-square value in terms of linear regression model fit?
Machine Learning Engineer

Siemens

Red Hat

Peek

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4 years ago
ML Knowledge
4 years ago
What range of loss functions have you encountered or applied?
Machine Learning Engineer

Siemens

Databricks

Chewy

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4 years ago
System Design
4 years ago
How would you architect a scalable platform for processing millions of natural language queries in real-time?
Machine Learning Engineer

Siemens

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4 years ago
System Design
4 years ago
Develop a distributed task queue system.
Machine Learning Engineer

Siemens

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4 years ago
ML Knowledge
4 years ago
Explain the concept of dimensionality reduction and how it is useful in data analysis.
Machine Learning Engineer

Siemens

Taboola Logo

Taboola

Stitch Fix Logo

Stitch Fix

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4 years ago
ML Knowledge
4 years ago
What practices are recommended for overcoming covariate imbalance in machine learning, and how do they aid in enhancing model robustness?
Machine Learning Engineer

Siemens

Snowflake Logo

Snowflake

GoCardless Logo

GoCardless

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4 years ago
ML Knowledge
4 years ago
What approach do you take to handle datasets with imbalanced classes, where one category has a much larger number of instances than the other?
Machine Learning Engineer

Siemens

Pluralsight Logo

Pluralsight

Evernote Logo

Evernote

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4 years ago
ML Knowledge
4 years ago
How can you explain k-means clustering and its effectiveness in finding a global optimum? Provide an implementation for an N*D matrix input.
Machine Learning Engineer

Siemens

Optimizely Logo

Optimizely

Intuit Logo

Intuit

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4 years ago
ML Knowledge
4 years ago
How would you describe LSTM to someone unfamiliar with it? Also, have you implemented LSTM in any of your machine learning projects?
Machine Learning Engineer

Siemens

Ancestry Logo

Ancestry

Motorola Solutions Logo

Motorola Solutions

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4 years ago
Coding
4 years ago
Can you demonstrate a simple tool for string reversal?
Machine Learning EngineerData Scientist

Siemens

Skyscanner Logo

Skyscanner

StubHub Logo

StubHub

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4 years ago

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Siemens

Machine Learning Engineer

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System Design
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Siemens

Machine Learning Engineer

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ML System Design
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Siemens

Machine Learning Engineer

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Behavioral

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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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