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System Design

2 years ago

Design a system for managing a distributed data lake.

Machine Learning Engineer

SAP Concur

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2 years ago

ML Knowledge

2 years ago

Do decision trees have any limitations when it comes to handling large or complex datasets?

Machine Learning Engineer

SAP Concur

Airbnb

Course Hero

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2 years ago

ML Knowledge

2 years ago

What do you know about cross-validation, and how might it be utilized in the field of machine learning?

Machine Learning Engineer

SAP Concur

Meetup

AppDynamics

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2 years ago

Coding

3 years ago

Can you implement a binary search-based function to pinpoint the maximum element in a list?

Machine Learning EngineerData Scientist

SAP Concur

Rubrik

Disney

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3 years ago

System Design

3 years ago

Create a leaderboard system for tracking game scores.

Machine Learning Engineer

SAP Concur

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3 years ago

ML Knowledge

3 years ago

Can you walk us through the process of Support Vector Machine?

Machine Learning Engineer

SAP Concur

ByteDance

Avito

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3 years ago

ML Knowledge

3 years ago

Could you walk us through the benefits of using LSTM in machine learning and how it differs from other deep learning models? Additionally, can you share any experiences you've had working with LSTM?

Machine Learning Engineer

SAP Concur

Ancestry

Motorola Solutions

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3 years ago

ML Knowledge

3 years ago

What techniques do you employ to manage categorical data with high cardinality?

Machine Learning Engineer

SAP Concur

Huawei

Adobe

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3 years ago

System Design

3 years ago

Create a real-time system for personalizing web content.

Machine Learning Engineer

SAP Concur

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3 years ago

ML Knowledge

3 years ago

As they apply to decision trees, how do you explain bias and variance? Also, which is harder to tackle: high bias or high variance, and what's the basis for that?

Machine Learning Engineer

SAP Concur

Electronic Arts

Cohesity

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3 years ago

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

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