What is the difference between discriminative and generative models? Explain HMM?
Research Engineer Interview Questions
2,800 research engineer interview questions shared by candidates
Naive Bayes, Regression, Leetcode medium,
Why do you want to be on the academic side of engineering?
None as such. The interviewers are generally friendly and ready to listen.
General C++ questions: exceptions in constructors / stack unwinding, step-by-step creation of objects (order of constructors & members initialization), virtual inheritance. Specific question - can you use 'auto_ptr' in vectors?
ML Questions: Q. Write an ML algorithm for a step function (explain loss, hyperparameters, etc) Q. You have a dataset of demographic features and want to do income group prediction, what will be the preprocessing, model, metrics, etc? Q. How does the Transformer work? How does attention work? Q. What are vanishing gradients? How do you solve them? Q. Design an ML system to separate different threads of conversations in a single group of multiple people
Leetcode Questions: Q. Given an input stream of words, print top k words (with the highest frequency) at any time. Q. Given an input buffer of processes with different start and end times, print them in the order of their end times.
Why Bloomberg and some coding questions designed by the interviewers.
Design a subway transaction system.
If you had a red brick, name 5 things you would do with it?
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