Case questions that test my knowledge in the specific area. For the bar raiser it is almost all behaviorial.
Applied Scientist Interview Questions
1,169 applied scientist interview questions shared by candidates
House Robber from Leet Code
Basic probability/statistics questions, simulation and coding
How would you approach *some problem* for the Amazon store
ML round - asked questions about overfitting, model design, precision, recall, F1 scores Coding round - design algorithm to implement byte pair encoding
They asked a lot of behavioral questions. Regarding the technical questions, they asked computer vision (6 DoF pose estimation methods, YOLO, image segmentation), statistics (covariance, p-value, distributions), classic machine learning algorithms (SVM, clustering, linear regression), deep learning, regularization methods. The coding question a typical leetcode question (easy level).
Did you make any decisions without letting your manager know?
Explain Dropout, how it works and why?
Tell me about network you used. Why did you choose them ?
How attention mechanism work in Transformers?
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