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.
Machine Learning Engineer Interview Questions
6,170 machine learning engineer interview questions shared by candidates
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?
CodeSignal Matrix Question about Blurring
It was optimization for a ticket pricing problem
What is regularization used for is the ROC curve for binary or non binary
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