You are currently studying in the final year of master's degree, right? How did you combine studying with work?
Middle
233
Machine Learning / AI
3636
0
What do we do with the data to get the difference between models in bagging?
Middle+
232
Are we leaving boosting as a model, or how?
Senior
232
How to measure the quality of a binary classification model? What metrics do you know?
Intern
232
Tell us about Accuracy: advantages, disadvantages, pitfalls.
Middle
232
What is aleatoric and epistemic uncertainty?
Senior
232
What is a probabilistic conversion model?
Middle
232
What is a stem network in CNN classifiers?
Junior — Senior
232
What is NaN and in what cases does it occur?
Middle
232
Do you have a large team?
Senior
232
What is ELBO and why is it maximized?
232
What is the difference between list and tuple?
Senior
232
Is it bad to hang indexes on all fields and why?
Middle
232
Why did you choose a technical field with a humanitarian education?
Middle
232
What is bootstrap?
Middle
232
What methods can be used for image generation (GAN, VAE, diffusion, autoregressive)? What are the pros and cons of each.
Middle — Senior
232
How does the support process occur: through git or manually?
Middle
232
What are contextual bandits and where are they applied?
Middle — Senior
232
How to simplify ResNet50 in a classification task?
Middle
232
How do you approach solving an SQL problem?
Middle
232