Deep learning questions.
Deep Learning Developer Interview Questions
519 deep learning developer interview questions shared by candidates
methods for optimization
Questions about what would you do for the specific problems they are facing
ML, DL, and CV questions.
This was the first part of the recruiting process but it took me 40 minutes. Charades and questions about overall apps function. Not deep learning / data science questions at all! A waste of time, honestly...
Resume projects, MapReduce, Transformer, PyTorch Usage
[during the technical interview] Please describe one project you are proud of. Why have you been using online learning? Why training only on each sequence separately and not using all sequences as a whole dataset? What about catastrophic forgetting?
Questions on Skills and interests
Questions on stats and probability (Bayes, statistical singificance, etc, some problems to solve) and ML fundamentals (basic ML, metrics, etc).
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