What is Optuna and what are its pruners?
Middle — Senior
367
Machine Learning / AI
3636
0
How to process tables and images in documents for RAG?
Middle — Senior
366
What validation methods for time series models exclude looking into the future during training?
Middle — Senior
365
What is speculative decoding and how does it speed up generation?
Senior
365
What pitfalls can occur when normalizing data to solve the extrapolation problem in a random forest?
Middle
365
How does the BERT model differ from GPT in architecture and training task?
363
What are adversarial examples and FGSM attack?
Middle — Senior
359
Design a multi-tenant LLM service with rate limits and subscription quotas.
Senior
358
Tell me about the most complex task or difficulty in one of your projects.
Senior
356
What is sample selection bias in an experiment platform?
Middle — Senior
355
What is self-ask prompting?
Middle
353
How to preprocess text: which stop words and punctuation to remove, use stemming or lemmatization?
Middle
353
Why is there no closed-form solution for logistic regression?
Middle — Senior
353
Does model drift occur during training with dropout and inference without it?
Middle — Senior
353
What problems can occur with one-dimensional positional encoding when working with images?
Senior
352
What is CUTLASS?
349
What protections against prompt injection do you know?
Middle
349
Describe the task of collapsing neighboring numbers into ranges?
Middle — Senior
349
How did you prepare documents for RAG (chunking, embeddings, Milvus)?
Middle+
349
How to interpret the results of a linear regression model?
Middle
348