Describe the ongoing work experience and how your work affects the company goals?
Machine Learning Engineer Interview Questions
6,167 machine learning engineer interview questions shared by candidates
Mix of general/basic ML and more specific questions.
1. Object recognition problem 2. SQL inner join problem 3. managing API calls within time limit per IP
Questions based on previous work experience. Scenario-based questions to gauge the knowledge of Big Data, System Design, etc. Questions on Machine Learning Training, Retraining pipelines, Automated Deployments, etc.
Three take home coding challenges.
In a typical epoch, how is GPU usage across each stage. Is Forward pass more GPU intensive than Backward pass?
Ordinary Least Squares question, with 3 non collinear points (1,0) (0,0) and (1,1). Define y intercept and slope.
What regressors and classifiers have you used?
Explain an OOP concept.
Have you used gradient descent?
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