What is overfitting?
Middle
171
Machine Learning / AI
3611
0
What methods are available to combat overfitting in neural networks?
Middle — Senior
171
What is ROC-AUC? How is the ROC curve constructed, what are the axes?
Intern
171
Is it possible to use the knowledge that coordinates are integers or half-integers, and how to apply it?
Middle
170
Is it possible to store only values without lists?
Middle
170
169
166
165
Why is data augmentation needed?
Middle
165
Why is the boolean type not suitable for checking the number of zeros?
Middle
165
How to efficiently check for the presence of a mirror pair of a point with the opposite x?
Middle — Senior
164
Write the formula for Log Loss (binary cross-entropy).
Intern
163
How are micro- and macro-averaging of metrics calculated?
Middle
163
Почему F1-score считается гармоническим средним precision и recall, а не арифметическим?
Middle
161
Choose a machine learning algorithm for a classification task that you are confident in?
Middle — Senior
161
Can data structure questions, such as trees and linked lists, be asked in an ML interview?
Middle
161
What is the overall asymptotic complexity of the solution?
Middle — Senior
161
How to merge two lists using a while loop with lists of different lengths?
Middle — Senior
161
What are the pitfalls in RAG in chat scenarios (dialog context, history)?
160
160