Machine Learning Research Interview Questions

1,840 machine learning research interview questions shared by candidates

- what is a support vector machine? - what's the difference between a Support Vector Machine (SVM) and a linear classifier? - why do I encode visual data and do not feed the SVM with raw information? - what are the convolutional neural networks and how do they work? - how would I treat a picture of a person that wear zalando clothes? - how could I deal with a multiclass classification problem with 1,000,000 different classes? - how could I possibly help zalando to improve their services?
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Machine Learning Specialist

Interviewed at Zalando

3.6
Oct 1, 2016

- what is a support vector machine? - what's the difference between a Support Vector Machine (SVM) and a linear classifier? - why do I encode visual data and do not feed the SVM with raw information? - what are the convolutional neural networks and how do they work? - how would I treat a picture of a person that wear zalando clothes? - how could I deal with a multiclass classification problem with 1,000,000 different classes? - how could I possibly help zalando to improve their services?

An initial round (background/ profile based), a simple classification problem as homework, a technical interview (mostly based on how the solution was framed for the homework), an interview with a non-technical person, and a final round with their co-founder. 1. Why does multicollinearity happen in regression? 2. Working of boosted trees 3. Types of regularization 4. Overfitting and underfitting
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Machine Learning Engineer

Interviewed at Quantiphi

3.9
Jun 21, 2019

An initial round (background/ profile based), a simple classification problem as homework, a technical interview (mostly based on how the solution was framed for the homework), an interview with a non-technical person, and a final round with their co-founder. 1. Why does multicollinearity happen in regression? 2. Working of boosted trees 3. Types of regularization 4. Overfitting and underfitting

1. Questions from everything on Data Engineering, Data Analysis, Data Science, Machine Learning, Deep Learning, Including some of the Company's project in detail. Look's like they need to run my code in Production.
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Machine Learning Engineer

Interviewed at Tiger Analytics

4
Feb 5, 2021

1. Questions from everything on Data Engineering, Data Analysis, Data Science, Machine Learning, Deep Learning, Including some of the Company's project in detail. Look's like they need to run my code in Production.

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