Things like "describe self-attention mechanism", "how do RNNs differ vs. transformers", "how do you use propensity scores in AB tests"
Machine Learning Research Interview Questions
1,840 machine learning research interview questions shared by candidates
Implement part of a machine learning algorithm from scratch.
The first technical interview included 2 questions: one easy difficulty level and one medium difficulty level had to solve in ~40 minutes both
Similar to implement a recommender system.
I got asked about hypotheses testing which the interviewer didn't like my answer and rejected me.
Q: Describe a project you worked on
I was given 4 questions. The first 2 were easy peasy. The third one was an implementation-heavt problem involving traveling matrix elements in a certain way. The fourth question was not good and seemed very unfair, solved it but couldn't completely pass it as one of the test cases threw a time complexity error, which I did not have time to go back a rethink my strategy.
Implement fibonnacci series using recursion.
Implement Linked list from scratch and write code to identify whether the given two linked lists intersect or not.
5 DS questions spread over 2 phone rounds ML questions - Precision, Recall, Clustering algorithms Resume Assignment focused on finding document similarity
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