What is NSP (next sentence prediction) and why did RoBERTa abandon it?
Middle — Senior
196
Machine Learning / AI
3611
0
What is embedding?
Middle
196
How to organize containerization and deployment of models?
195
Is it better to store model weights in a Docker image or load them separately?
Middle
195
Why does ROC AUC not depend on the threshold cutoff, while Precision does?
Middle
194
Which is preferable from a computational graph perspective — dynamic or static?
Middle
193
Have you worked with Apache Spark?
193
What types of table scanning exist?
Middle
193
Why can't all problems be solved using classical methods?
Middle
191
What are the tasks in music information retrieval (MIR)?
Senior
191
What is the difference between supervised and unsupervised learning tasks?
Middle
191
What is the RAG evaluation framework (Ragas, TruLens)?
Middle — Senior
189
How is the text presented for the neural network?
Middle
189
What is Mask2Former and its query-based approach?
Middle — Senior
188
What methods for combating overfitting exist and how do they work?
187
What types of JOINs exist in SQL and how do left join, right join, and inner join differ?
187
How to track changes in business attributes in already loaded data?
Middle
186
What is semantic search vs lexical search?
Middle — Senior
186
What is a surrogate key?
Middle
185
How to balance the response speed of the model and the size of the model?
Middle
185