Магистратура 2024/2025

Анализ лингвистических данных: квантитативные методы и визуализация

Статус: Курс обязательный (Лингвистическая теория и описание языка)

Направление: 45.04.03. Фундаментальная и прикладная лингвистика

Кто читает: Школа лингвистики

Где читается: Факультет гуманитарных наук

Когда читается: 1-й курс, 3, 4 модуль

Формат изучения: с онлайн-курсом

Онлайн-часы: 16

Охват аудитории: для всех кампусов НИУ ВШЭ

Прогр. обучения: Лингвистическая теория и описание языка

Язык: английский

Кредиты: 6

Course Syllabus

Abstract

First year: The course is devoted to modern methods of data analysis, as applied to linguistic data, including methods of statistical inference and explanatory data analysis with visualizations. We begin with theoretical background in mathematical statistics and discuss limitations of statistical methods and their applicability to linguistical problems. From practical point of view, we use R system to do actual analysis with real datasets. We also discuss different visualization techniques using popular library ggplot2.Second year: Preprocessing of linguistic data in Python is designed to further the students’ knowledge of natural language processing and to polish their programming skills. The course aims to provide the students with the programming and natural language processing knowledge and competencies necessary to plan and conduct research projects of their own leading to the M.Sc. dissertation and scientific publications.