Bias-variance, Overfitting, and some other basic ML concepts Some problems related to transfer learning Some problems related to scaling the algorithm
Junior Machine Learning Engineer Interview Questions
6,556 junior machine learning engineer interview questions shared by candidates
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.
How do you understand backpropagation
They asked me to explain a complex ML project in simple language, including the problem, the approach, and the business impact. I answered by walking through a project where I built a predictive model from raw data, explained why I chose a certain algorithm, described how I handled model performance issues, and shared the final results and impact.
Basic tell me about your background
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