How does the LightFM algorithm work?
Middle — Senior
287
Machine Learning / AI
3597
0
What is a p-value?
282
What should be the depth of trees in Random Forest and boosting?
270
240
Is it possible to apply the Central Limit Theorem to a population with a non-normal distribution?
Middle
235
What is linear regression?
232
How to profile inference of LLM on GPU (nsight, torch profiler)?
Senior
231
230
What is the difference between semantic segmentation, instance segmentation, and object detection?
Middle
222
What is the difference between threading and multiprocessing in Python and what tasks are they used for?
Middle
220
What are the limitations on keys in a Python dict?
Middle
211
How does top-k differ from top-p (nucleus) sampling?
Middle — Senior
203
202
What is statistical significance and how is the p-value calculated?
Middle — Senior
200
198
195
What is cross-validation and what is it used for?
Middle
193
How do you compare the quality of different embedding models? What is MTEB?
191
How to perform cross-validation on time series?
Middle — Senior
189
What is the ROC AUC metric?
Middle
188