How to use BERT in a SQuAD-style QA task?
Middle — Senior
446
Machine Learning / AI
3597
0
What are the modern TTS models (Tortoise, XTTS, StyleTTS2, ElevenLabs)?
Middle — Senior
274
What is CUDA and what are its main concepts (kernel, grid, block, thread)?
Senior
252
Are there any organizational or technical questions?
Middle
219
What is the purpose of pruning a decision tree?
Middle — Senior
204
What feature selection methods exist?
198
What is padding mask and why must it be considered in attention?
Middle — Senior
195
What is test-time augmentation (TTA)?
Junior — Senior
195
What is cross-validation and what is it used for?
Middle
194
What is the difference between linear and logistic regression?
Middle — Senior
192
What is the ROC AUC metric?
Middle
191
What is ELBO and why is it maximized?
189
What is an ROC curve?
Middle — Senior
184
What are the bottlenecks when deploying GNN in production?
Middle — Senior
184
What is HyDE (Hypothetical Document Embeddings)?
Middle — Senior
181
What regularization methods of neural networks do you know?
Middle — Senior
179
What is a probabilistic retrieval model?
Senior
178
What is label smoothing in image classification?
Junior — Senior
178
What is TD3 and what three improvements does it make to DDPG?
Middle — Senior
177
What criteria of informativeness are used when constructing a decision tree?
Middle — Senior
177