What should be the depth of trees in Random Forest and boosting?
468
Machine Learning / AI
3628
0
Do you have ideas for further improving the demand forecasting system?
Middle
467
Are you actively looking for a job now? Are you still working on a project?
Middle
466
What is model documentation (model card, datasheet)?
Senior
465
What features are used in classic NLP models (TF-IDF, n-grams, character n-grams)?
Junior — Middle
458
How do BatchNorm and LayerNorm work? Advantages and disadvantages of each and where they are applied.
Middle — Senior
458
What is DCG and why is normalization needed?
Middle — Senior
457
How to connect a questions and answers database with an external website to solve a task?
Middle
454
When are you ready to talk with colleagues and undergo a technical interview?
Middle
438
What is MRR and where is it used?
Middle — Senior
417
What is N-BEATS?
Middle — Senior
407
Why did you decide to consider changing jobs?
Middle
405
What is parallelism in inference?
Middle+
403
Почему деревья сильнее переобучаются по сравнению с линейными моделями?
Middle
402
What is a gradient from a mathematical point of view?
Junior — Middle
400
How to technically implement a data storage and alert system for model monitoring?
Middle
399
How many people were in the project team?
Middle
397
How was BERT trained? What are MLM and NSP?
Middle
396
How does differentiable NAS (DARTS) differ from RL-based methods?
Middle — Senior
390
What is PPO and how is it more convenient than TRPO in practice?
Middle — Senior
389