Would you prefer to spend 100% of your time coding or do you prefer a different ratio?
Machine Learning / AI
How did you collect metrics for the quality of the RAG system? What metrics did you use and what tools?
What is the difference between fine-tuning and RAG? Will we get the same result?
Is it possible to solve a calculation problem in SQL using window functions without actually using window functions? Would this be faster or slower?
Classification task with strong class imbalance: which metrics are good, which are bad?
How exactly does LLM invoke tools if it accepts and outputs text?
What is Whisper and why is it so well transferred between languages?
How does a forward differ from a futures contract?
List the top 3 skills by average salary of specialists who have this skill (skills are stored as a comma-separated string)
How was reporting to the team lead of the multi-agent system carried out?
What methods of text chunking do you know?
Do you have experience working with Spark?
What databases have you worked with?
How to implement a function that returns a list of squares of elements?
What agents have you worked with? Explain how they work.
Is a list a mutable data type in Python?
Is it possible to solve a classification problem using linear regression (without sigmoid)?
What does the __init__ method do in a class and when is it called?
How to understand which of the two scenarios (documents or people) the system should operate on when receiving a user question?