What happens if you remove a tree from boosting?
Middle — Senior
186
Machine Learning / AI
3611
0
What metrics are used for OCR?
Middle
183
What is Mixture of Experts (MoE) and what are its advantages and disadvantages?
183
181
What algorithms are used for collaborative filtering?
Middle — Senior
181
181
What functionality is optimized during logistic regression training?
Middle
180
Is an accuracy of 85% considered good model quality?
Middle — Senior
180
What is video object segmentation and mask tracking (XMem, SAM2)?
179
When should hybrid search be used and how to weigh signals?
Middle — Senior
179
Why is convolution with a 1x1 kernel used in neural networks?
Middle
178
178
177
177
176
How does content filtering differ from collaborative filtering?
Middle — Senior
175
List the main principles of OOP.
Middle
175
What techniques do you use to prevent overfitting in boosting (subsample, colsample, min_child)?
Middle — Senior
174
What is the maximum likelihood method?
Middle — Senior
174
How do window functions differ from grouping (GROUP BY)?
Middle
172