What are multispectral and hyperspectral images?
Senior
248
Machine Learning / AI
3636
0
What optimizations does Spark perform?
Middle
248
What are sequence-based recommendations (SASRec, BERT4Rec)?
Middle — Senior
248
Why are shallower trees usually used in gradient boosting than in random forests?
Middle — Senior
248
What are the metrics for evaluating uplift models (Qini, uplift curve)?
247
247
What are the quality metrics for generation in RAG (faithfulness, answer relevancy, context precision/recall)?
Middle — Senior
247
Are there any restrictions due to working with personal data?
Middle
247
How will you form a dataset for training such a ranker?
Senior
247
Tell us about your practical experience with A/B testing
Middle+
247
How do micro and macro averaging for F1 differ in multi-class classification?
Middle
247
Tell us about your role and projects at [organization] in three sentences: role, key achievement, reason for leaving.
Middle+
247
What is RNN-T (transducer) and its advantage for streaming?
Middle — Senior
247
247
Regression task: predicting stock prices in the 5th year based on 4 years of data using boosting. What mistake did we make?
Middle
247
Tell us about the idea of ResNet and write the code for ResidualBlock.
Middle
247
Will the code work with an empty string?
Middle — Senior
246
How can the architecture of Stable Diffusion be modified to generate not only by text but also by additional inputs (images, audio, etc.)?
Senior
246
What is candidate generation and what approaches are there (BM25, dense, hybrid)?
246
What are the pitfalls when building a knowledge graph from unstructured text?
Senior
246