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ML Knowledge

2 years ago

Are you familiar with the mathematical equations used to determine precision and recall values in a data analysis?

Machine Learning Engineer

MongoDB

InVision

N26

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2 years ago

Coding

2 years ago

What is the Python code for calculating the confidence intervals for a mean?

Machine Learning Engineer

MongoDB

ClassPass

Bill.com

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2 years ago

System Design

2 years ago

Develop a scalable cron job scheduling system for distributed environments.

Machine Learning Engineer

MongoDB

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2 years ago

ML Knowledge

2 years ago

A model's performance can be evaluated by calculating its AUC. Would you be able to tell me how to calculate AUC for a model?

Machine Learning Engineer

MongoDB

Postmates

Faire

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2 years ago

ML Case

2 years ago

How would you construct a model to optimize object detection in individual frames?

Machine Learning Engineer

MongoDB

Wayfair

NetEase

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2 years ago

Coding

2 years ago

Write a program to find the longest palindrome in a given string.

Machine Learning EngineerData Scientist

MongoDB

Dropbox

SeatGeek

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2 years ago

System Design

2 years ago

Design a live streaming platform for audio and video.

Machine Learning Engineer

MongoDB

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2 years ago

ML CaseML Knowledge

2 years ago

How do you ensure that a machine learning model is properly transitioned from training to production use?

Machine Learning Engineer

MongoDB

Fiverr

New Relic

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2 years ago

ML CaseML System DesignProduct Case

2 years ago

Could you share your approach to developing a demand forecasting model for a ride-sharing service? What data sources and factors would you consider in this process?

Machine Learning Engineer

MongoDB

Udemy

Grab

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2 years ago

ML Knowledge

2 years ago

Can you list various loss functions you are familiar with in machine learning?

Machine Learning Engineer

MongoDB

ThoughtWorks

Grubhub

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2 years ago

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

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