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ML Knowledge

3 years ago

As a statistical modeling expert, can you describe the assumptions of linear regression, and why it is crucial to consider them when interpreting findings?

Machine Learning Engineer

Wealthfront

Chime

Anaplan

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3 years ago

ML Knowledge

3 years ago

What are the typical steps you follow when wrangling and cleaning data for machine learning applications?

Machine Learning Engineer

Wealthfront

Roku

Robinhood

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3 years ago

System Design

4 years ago

How would you architect a user session management system for a large-scale web app?

Machine Learning Engineer

Wealthfront

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4 years ago

ML Knowledge

4 years ago

How do the summaries of Logistic Regression and SVM vary from each other?

Machine Learning Engineer

Wealthfront

Siemens

Qualcomm

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4 years ago

ML Knowledge

4 years ago

How do you handle skewed data when evaluating model performance, and what are some common metrics used in such cases?

Machine Learning EngineerData Scientist

Wealthfront

SeatGeek

Chime

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4 years ago

ML System Design

4 years ago

Walk me through your thought process when designing the architecture for Bing image search.

Machine Learning Engineer

Wealthfront

Motorola Solutions

Pendo

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4 years ago

Coding

4 years ago

What methodology would you apply to locate the subsequence with the maximum sum in a series of numbers?

Machine Learning Engineer

Wealthfront

Panasonic

Snap

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4 years ago

ML Knowledge

4 years ago

Can you describe the discrepancy between bias and variance and their roles in machine learning?

Machine Learning Engineer

Wealthfront

BetterUp

Square

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4 years ago

ML Knowledge

4 years ago

Have you faced any challenges in detecting anomalies and how did you overcome them?

Machine Learning Engineer

Wealthfront

Microsoft

Qualcomm

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4 years ago

ML Case

4 years ago

How do you plan to design an algorithm that specializes in the detection of objects in a given frame?

Machine Learning Engineer

Wealthfront

Klarna

eBay

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4 years ago

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

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