How would you handle imbalanced datasets in a classification problem, and which evaluation metrics would you prioritize and why
Ml Engineer Interview Questions
2,742 ml engineer interview questions shared by candidates
They mainly focused on basic ML concepts and the technical depth of my ML project. Everything went smoothly, but I struggled with one linked list question and one SQL query, which affected my final selection.
Mostly about basic ML algo e.g Gradient Descen, Classification problems and model tradeoffs.
What is confusion matrix ?
Details about S3 and various security options.
General introduce of yourself. Coding.
Write code for training a linear classifier.
Plot analysis and solution making.
They were interested in knowing how much scale of data have you worked in past
YOLO architecture, Convolution operation, Advantages of CNN over MLPs
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