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Sr Data Scientist Interview Questions
3,391 sr data scientist interview questions shared by candidates
just a technical screening interview..
I wasnt too prepared for the interview. I was asked questions on XGBoost, Logistic regression, some stat concepts, some drilling into NLP algorithms. Finally, there was a some drilling into web-visualization type questions using SVG etc. Overall, the questions werent super hard but I felt underprepared.
What was your past experience
Explainability and interpretability of ML algorithms.
Typical behavioral and deep dive in technical projects with questions focused on ML design.
general questions about clustering, time series, A/B testing, ....
Questions on Deep learning, Machine learning algorithms. Explain about regularization techniques How do you calculate learnable parameters. What is the bottle neck of SqueezeNet and ResNet
Need to classify (images or texts) into 4 classes. If we only have 1000 labeled samples, how can we use an LLM to get millions of labeled samples? How to do clustering? How to determine whether the resulting clusters are good?
1- resume based questions, especially former projects
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