What prompt compression techniques do you know (LLMLingua)?
333
Machine Learning / AI
3636
0
What is TF-IDF?
Middle+
332
How to determine the derivative of the loss function for log loss and MSE?
Middle — Senior
331
Move zeros to the end of the array, preserving the order of the other elements [1, 0, 8, 9] -> [1, 8, 9, 0] def move_zeros(nums: list[int]): pass
Intern
330
What is Rainbow DQN and what components does it combine?
Middle — Senior
329
What is data versioning and how does it compare DVC, LakeFS, lakeFS?
Middle — Senior
329
What is Tesseract and where are its quality limits?
Middle — Senior
329
How to determine if an embedding model performs well? What metrics are used?
Senior
327
Where did the new weights come from and why are there more of them?
Middle+
327
What fallback methods are there in case of no internet and weak device?
Senior
326
What is a replica and shard in a distributed VDB?
Middle — Senior
326
How is the step t sampled during training and inference in Stable Diffusion?
Senior
325
How to organize data storage considering data from multiple sources: backend databases, clickstream, CRM, and communications?
Middle
324
How is the correlation matrix calculated?
Middle
324
What work format do you prefer — office, remote, team, or independent work?
Middle
323
What is the MAP metric?
Middle
323
How do you evaluate the readiness of a support ticket classification system for deployment?
Middle+
322
Have you ever dealt with recommendation systems?
Middle — Senior
322
Tell how the clustering algorithm you used worked — how did it aggregate points in space?
Middle
322
How quickly can you be ready to start a new job?
Middle
321