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ML Knowledge

2 years ago

Elaborate on the assumptions of linear regression and why they must be considered when analyzing findings generated by regression models.

Machine Learning Engineer

Salesforce

Comcast

Scribd

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2 years ago

Coding

2 years ago

Can you compose a function that takes in two arrays and outputs the RMSE?

Machine Learning EngineerData Scientist

Salesforce

Instagram

Cloudera

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2 years ago

Coding

2 years ago

Could you code a recursive function that outputs the nth term of the Fibonacci series?

Machine Learning Engineer

Salesforce

Agoda

GitLab

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2 years ago

System Design

2 years ago

Develop an AI-based content moderation system.

Machine Learning Engineer

Salesforce

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2 years ago

ML Knowledge

2 years ago

What techniques might you use to evaluate a clustering model's performance if label information is present?

Machine Learning Engineer

Salesforce

Slack

Babylon Health

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2 years ago

Coding

2 years ago

How would you author a function to perform operations on a pandas dataframe?

Machine Learning Engineer

Salesforce

Mastercard

Ubisoft

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2 years ago

Coding

2 years ago

Write a function to find the problematic integer in an array of sorted integers from 0 to n. Your algorithm should have a time complexity of O(log n).

Machine Learning Engineer

Salesforce

Roblox

Fitbit

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2 years ago

System Design

2 years ago

Build a distributed configuration management tool for large-scale systems.

Machine Learning Engineer

Salesforce

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2 years ago

ML Knowledge

2 years ago

How do linear regression and logistic regression diverge in their applications?

Machine Learning Engineer

Salesforce

Chegg

Roofstock

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2 years ago

System Design

2 years ago

How would you approach designing a distributed scheduler that ensures jobs run exactly once?

Machine Learning Engineer

Salesforce

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2 years ago

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

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