What are the loss function components of single stage detectors?
Research Scientist Interview Questions
4,833 research scientist interview questions shared by candidates
Why I wanted to with there
I prepared based on the job description and was expecting that they ask mostly about the Machine Learning and analytical tools But it turned out they only asked basic algorithm questions that I was not that much ready at the moment!
wo sehe ich mich in 5 jahren
Generally, ask about real world experiences and how you handle them.
If I have a deep neural network, and I increase the training batch size to be $K$ times larger, how should I scale my hyperparameters (learning rate, momentum)?
Why do you leave academic job?
The interview was split in3 parts : - 2 sql questions, I would recommend to be prepared to use joins, subqueries, group by, and window function - 1 code question I think it was something from leetcode string problems medium/easy difficult. I think that doing many of those problems in leetcode can really help - Use case with a linear regression example, many many technical details about coefficients, regression theory, different scenarios. Z-test how to intepret and when to use that
Ranged from the classic job interview questions about motivation, experience, education and how this qualifies for the position to problem-solving and social competencies.
Tell me about your decision making process. I don't even understand what this question meant and I asked for more details but the interviewer just repeated the question.
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