How to process tables and images in documents for RAG?
Middle — Senior
336
Machine Learning / AI
3611
0
How to handle missing values in a dataset?
Middle
319
Design a multi-tenant LLM service with rate limits and subscription quotas.
Senior
299
What normalization methods for data distribution exist?
Middle — Senior
252
What is a relevant recommendation?
Middle — Senior
252
Where did the area of responsibility end, and was there experience in writing production code?
Middle
238
What are data contracts?
Middle — Senior
235
What are the ways to optimize heavy database queries?
Middle
234
What is statistical significance and how is the p-value calculated?
Middle — Senior
229
How to check the quality of recommendations without dividing data into train and test?
Middle
224
What are CUDA Graphs and where do they help?
Senior
223
What approaches can be used to improve model quality after achieving a baseline?
Middle
211
What is AutoML and what tasks does it automate?
Middle — Senior
207
What methods exist for working with categorical features?
Middle
206
What is the difference between on-policy and off-policy algorithms?
Middle — Senior
202
What is feature hashing trick and where is it appropriate to use?
Middle — Senior
200
What is ConvNeXt and why did it catch up with ViT in quality?
Junior — Senior
198
What is a membership inference attack?
Middle — Senior
197
What is global average pooling and why does it replace a fully-connected layer?
Junior — Senior
196
What problems are there in detecting long-tail classes?
Middle — Senior
196