Why is the learning rate needed and what does it affect?
Middle — Senior
239
Machine Learning / AI
3636
0
What is model-based RL and what are its advantages over model-free?
Middle — Senior
239
239
Can (1, [1, 2]) be used as a dictionary key in Python? Why?
Middle
239
How to count the number of unique values in a DataFrame column?
Middle
239
What is source separation (Demucs, Spleeter)?
Senior
239
Как сравнивать стоимость инференса разных провайдеров и self-hosted решений?
Senior
238
What is ColBERT and what is late interaction?
Middle — Senior
238
What is H(X) in the context of classification, for example entropy?
Middle — Senior
238
How does regularization work in decision trees?
Middle — Senior
238
How is the problem of finding a pair of numbers with a given sum solved?
Middle — Senior
238
What is FastAPI?
Middle
238
What is RFM analysis?
Middle
238
What is the inception module?
Middle
238
Why did you decide to start looking for a new job?
Senior
237
How do you verify data correctness?
Middle
237
What is precision and recall in the context of chunk search?
Middle
237
237
Have you built hypotheses on your own? Have you conducted A/B tests and chosen the direction of model development, parameters, and metrics?
Middle
237
Explain the difference between a decision tree and a random forest.
Middle
237