What is the role of softmax in a model and what is it used for?
Middle — Senior
282
Machine Learning / AI
3636
0
What is the difference between threading and multiprocessing in Python and what tasks are they used for?
Middle
282
How to design a storage and search system for 10,000 Telegram channels with 300,000 posts per day with latency less than 2 seconds?
Middle+
281
Find the employee with the highest salary in each position and display all their data.
Middle
281
What features of neural networks make them powerful for machine learning tasks?
Middle
281
Are tasks usually detailed specifications or not?
Middle
281
What can be done to speed up the function's performance?
Middle
280
280
ROC-AUC = 0.9. What will happen to this metric if all model predictions are multiplied by 3?
Middle — Senior
280
What is the working mode in the team?
Middle
280
What would you like to do in general?
Middle
280
How to use ready-made language models to evaluate answer quality?
Middle
279
279
Can you name some metrics for classification tasks? Tell me about each of them.
Senior
278
What are quantized embeddings and how are they used in production search?
Middle — Senior
278
What is intent classification and slot filling in search?
Middle — Senior
278
In which cases is it worth applying a two-step detector in production?
Middle
278
What specific augmentations for satellite images (rotation, multi-scale)?
Senior
278
What is prompt tuning and where is it applied?
Middle — Senior
278
What is a threshold?
Middle+
278