Machine Learning / AI

What is the role of a systems analyst in a team and who do they communicate with?

How many rows can a SQL query theoretically return?

What are the options for data exchange between the client and the company's internal network?

What is Sentence-BERT (SBERT) and why was it created?

What is REINFORCE and its problems?

Middle — Senior

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What is the difference between a domain name and an IP address as an endpoint?

How do you encode a rating feature from 1 to 5?

How is working time planned?

Is it possible to pass a phone number in the body of a POST request to get user data?

What is DeepFM?

Are there any reworks at your job?

What is target encoding?

What is model interpretability and what methods are there (SHAP, LIME, Integrated Gradients)?

How to deal with data trend when using trees and random forests for prediction?

Design a semantic search system for corporate documentation with 1 million documents.

What does an SQL query do?

What is DocVQA and what models are popular there?

How to deal with data leakage when using target encoding?

How does model deployment happen?

What is self-reflection in agents (Reflexion)?

Middle — Senior

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