What features are used in speech models (MFCC, mel-spectrogram)?
Middle — Senior
252
Machine Learning / AI
3636
0
What is the DART mode in boosting?
Middle
252
How to delete duplicate data from a table in SQL?
Middle
252
How does grid search differ from random search? When is random faster?
Middle — Senior
252
What are the risks of bias amplification?
Senior
252
What is DistilBERT? What are the quality losses and speed gains?
Middle — Senior
252
What are the features of serving CV models on edge devices?
Middle — Senior
252
What libraries are used for nearest neighbor search?
Middle
251
Tell me about your most interesting project in the field of NLP and LLM, including architecture and solution evaluation.
Senior
251
How do mean/max pooling differ from learnable pooling?
Junior — Senior
251
251
Do you specialize in computer vision or are you willing to work in other domains, such as NLP?
Middle
250
What is continuous batching and how is it better than static batching?
250
250
Why does the model during training occupy more memory than during inference?
Middle — Senior
250
What are Informer and Autoformer?
Middle — Senior
250
What is class imbalance and how to deal with it?
Junior — Middle
250
What is the minimum and comfortable income level for you in rubles?
Senior
250
What are the methods of text processing in NLP from simple to modern neural networks?
249
What are multi-armed bandits and where are they used instead of A/B tests?
Middle — Senior
249