What data deduplication techniques are used in a pipeline?
Middle — Senior
168
Machine Learning / AI
3611
0
What calibration methods for probability exist and how do they work?
Middle — Senior
167
What is the Brier score in survival analysis?
Senior
166
What is a re-ranker in RAG? What models are used (cross-encoder, bge-reranker)?
Middle — Senior
166
What is a language model?
Middle — Senior
165
From what date are you ready to start cooperation in case of a positive decision?
Middle
165
What is the difference between coco mAP and Pascal VOC mAP?
Middle — Senior
165
What is DTW (Dynamic Time Warping) and where is it used?
Middle — Senior
164
What methods of single-class classification exist?
Middle — Senior
162
What methods are available to combat overfitting in neural networks?
Middle — Senior
161
Why is sigmoid rarely used as an activation function in neural networks?
Middle — Senior
160
What are AlphaGo, AlphaGo Zero, and AlphaZero — key differences?
Middle — Senior
158
What is multi-agent RL and what are its non-stationarity problems?
Middle — Senior
156
How to interpret the value of the coefficient of determination?
Middle — Senior
150
What is self-attention?
Middle — Senior
150
Tell about your experience and responsibilities at your current job?
143
What are the features of training LLM on 100+ GPUs (failure rate, checkpointing)?
Senior
143
What is the idea of a random forest and why does it work?
Middle — Senior
143
What is FP8 and where is it used in training/inference?
Senior
139
What are end-to-end dialogue models?
Middle — Senior
138