What is One-Class SVM?
Middle — Senior
207
Machine Learning / AI
3597
0
What LLM evaluation benchmarks do you know (MMLU, BBH, GSM8K, HumanEval)?
Senior
199
What are the strengths and limitations of SAM in production?
Middle — Senior
193
What is label smoothing in image classification?
Junior — Senior
177
What is 6D pose estimation of an object?
Senior
175
Как сравнивать стоимость инференса разных провайдеров и self-hosted решений?
Senior
173
When should hybrid search be used and how to weigh signals?
Middle — Senior
166
Tell me more about the anti-hallucination mechanism — what was meant by this mechanism in your system?
Middle
162
Tell us about QLoRA — what is it and how have you used it in your experience?
Middle
161
Tools for scoring credit applications — were they initially validated by analysts? How did the ReAct agent work with these tools?
Middle
154
Tell us about interesting projects in the field of classical ML — scoring, classification.
Middle
152
What types of augmentations are specific to detection (mosaic, mixup)?
Middle — Senior
151
What is query log mining and what signals does it extract?
151
What is the Cox proportional hazards model?
Senior
149
What features are there in training on multiple nodes (NIC, latency, jitter)?
Senior
148
How did you validate the AI agent — relying only on the customer's business metrics or using additional metrics?
Middle
148
What is OEC (overall evaluation criterion)?
Middle — Senior
147
What frameworks do you use (EconML, DoWhy, CausalML)?
Senior
146
What is the role of the text-encoder (CLIP) in Stable Diffusion?
Senior
145
How does function calling differ from traditional few-shot prompting for structured output?
Middle
142