How to preprocess text: which stop words and punctuation to remove, use stemming or lemmatization?
Middle
257
Machine Learning / AI
3611
0
What is pseudo relevance feedback?
Senior
245
What is layout analysis in documents?
Middle — Senior
217
What is an agent's long-term memory and how to build it (summarization, vector memory)?
Middle — Senior
216
How to work with incomplete data from different servers and tables?
Middle
204
How does onboarding and training new employees in the project proceed?
Middle
197
What is cross-modal retrieval?
Senior
196
What is GPTQ and what is the approach to weight selection?
Senior
196
What is global average pooling and why does it replace a fully-connected layer?
Junior — Senior
186
What are the specific optimizations for ARM (NEON)?
Senior
183
How can classical ML be used to improve product recognition?
Middle — Senior
182
How to merge two sorted arrays into one sorted array?
Middle — Senior
182
Are there data available to verify the solution, or do you need to create test data yourself?
Middle
181
What is a graph and how is it represented for neural networks (adjacency matrix, edge list)?
Middle — Senior
181
What is shared memory and why use it?
178
What is a bounding box and what are the coordinate formats (xyxy, xywh, cxcywh)?
Middle — Senior
177
Why can a decision tree be used for classification?
Middle
176
How to link checks with goods based on incomplete data?
Middle — Senior
175
What is MDP (Markov Decision Process) and what are its components?
Middle — Senior
175
Are there analysts who handle data export and preparation of dashboards?
Middle
174