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Data Scientist Nlp Interview Questions
66 data scientist nlp interview questions shared by candidates
Once you pass the coding screen, the on site was not very technical. One question was on Latent Semantic Analysis and how it can pick up ellipsis/ syntactic formation that is suggestive of ellipsis. But the interviewer himself didn't know any answer (when asked "do you have any questions" in the end, I asked about what the solution might be for that- because I think it's a very speculative question that doesn't have existing answers in the industry. Turns out I was right. The interviewer had no idea what he was asking).
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Bert , NLP , Deep Learning
What do you know about our company?
Describe your previous NLP projects.
It was a dynamic programming problem involving substrings. I cannot honestly recall after several week s
How does a CRF work/ what does it aim to optimize? ^ This was relevant to my presentation, I pretty much got questions about the models I used.
ML/NLp/GenAI/Mlops system design in each technical interview
Can you introduce yourself? How you developed your expertise in machine learning? What are you currently seeking in terms of career opportunities? Can you tell us about the machine learning you have been using?
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