Amazon LPs, Machine learning, and Coding
Applied Scientist Interview Questions
1,179 applied scientist interview questions shared by candidates
When did you have your mind changed and why?
What motivates you in your career?
How can we deal with situations where some machine learning classes are under-represented?
[ML/DL] Explain seq2seq
[ML/DL] Regularization L1/L2
2nd onsite interview: Technical/Research questions included: Discussion about employing/improving amazon's image search service (i.e from an instagram fashion post, finding the corresponding product in the amazon catalog) Included potential techniques for large scale image matching, annotation (bboxes, segmentation masks, hierarchical labels etc.), adding new items to the product list, transferring knowledge between similar domains (i.e instagram vs magazine)
What is the interpretation of an ROC area under the curve as an integral?
They asked about measuring MSE, writing functions and using packages like NumPy.
What business problem did you solve?
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