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ML Knowledge

3 years ago

In machine learning, what is the contrast between bias and variance?

Machine Learning Engineer

Nuro

BetterUp

Square

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3 years ago

Coding

3 years ago

Can you develop an algorithm to find the integer that causes a problem in an array of sorted integers from 0 to n? Your solution should have a time complexity of O(log n).

Machine Learning Engineer

Nuro

Roofstock

Databricks

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3 years ago

System Design

3 years ago

Architect a solution for handling live e-commerce transactions.

Machine Learning Engineer

Nuro

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3 years ago

ML Knowledge

3 years ago

What are your approaches to address high cardinality in categorical datasets?

Machine Learning Engineer

Nuro

Huawei

Adobe

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3 years ago

ML Knowledge

3 years ago

Would you mind breaking down the interplay between bias and variance in machine learning and giving an example of how this tradeoff can emerge in a model's results?

Machine Learning Engineer

Nuro

Palo Alto Networks

GoCardless

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3 years ago

System Design

3 years ago

Create a real-time object detection system for video streams.

Machine Learning Engineer

Nuro

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3 years ago

ML KnowledgeML Case

3 years ago

How familiar are you with implementing NLP techniques within recommender systems?

Machine Learning Engineer

Nuro

trivago

Canva

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3 years ago

System Design

3 years ago

What are the functional differences between a load balancer and a reverse proxy, and how do you decide when to use them?

Machine Learning Engineer

Nuro

Mailchimp

Fitbit

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3 years ago

ML Knowledge

3 years ago

Can you provide a clear explanation of what log loss is?

Machine Learning EngineerData Scientist

Nuro

Datadog

DocuSign

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3 years ago

ML Knowledge

3 years ago

Can you describe the methods used to address the imbalance in a dataset?

Machine Learning Engineer

Nuro

VMware

Bumble

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3 years ago

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

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