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Regular version of the site
2025/2026

NLP

Type: Mago-Lego
When: 2 module
Open to: students of one campus
Language: English
Contact hours: 24

Course Syllabus

Abstract

The course focuses on the basics of natural language processing (NLP), one of the key areas of artificial intelligence aimed at teaching computers to understand, analyze, and process text data. You will learn how NLP has developed rapidly in recent years, how statistical methods are being reincarnated in neural network approaches, and what tasks and concepts underlie modern text processing technologies. During the course, you will learn in detail about advanced architectures such as transformers and the mechanism of attention, which have become the basis of most modern NLP models. In addition, you will study current tasks, approaches to their solution and master practical skills applicable in real projects.