What is a problem you faced in research or one of your projects, and how did you overcome it?
Machine Learning Consultant Interview Questions
8,213 machine learning consultant interview questions shared by candidates
Describe a situation where you had to lead a project
what is overfitting?
Bias-variance, Overfitting, and some other basic ML concepts Some problems related to transfer learning Some problems related to scaling the algorithm
Object Oriented Design
bias and variance trade-off
Given an array of strings find all the anagrams
They asked questions on projects. "why did you use a certain machine learning algorithms, and why not another one?
Machine learning exercise: Build model to predict house price, given 1 week to submit answer. Technical telephone interview: (1) Discuss one of your projects; (2) Given a classification problem, discuss how to solve the problem with interviewer.
Implement all-reduce across processes with limited APIs.
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