Магистратура
2022/2023
Научно-исследовательский семинар "Теоретико-числовые и алгебраические методы в анализе данных"
Статус:
Курс обязательный (Науки о данных (Data Science))
Направление:
01.04.02. Прикладная математика и информатика
Где читается:
Факультет компьютерных наук
Когда читается:
1-й курс, 3, 4 модуль
Формат изучения:
без онлайн-курса
Охват аудитории:
для своего кампуса
Преподаватели:
Фроленков Дмитрий Андреевич
Прогр. обучения:
Науки о данных
Язык:
английский
Кредиты:
6
Контактные часы:
36
Course Syllabus
Abstract
The discipline goal is to develop students' professional skills in applied fields of the computer science. As part of the Scientific Seminar, the course "Introduction to the Number Theory and its Applications" will be read during the first semester and the course “Introduction to the Semantic Web Technologies” during the second semester. The course "Introduction to the Number Theory and its Applications" is aimed at the formation and development of theoretical-numerical thinking, as well as the understanding of the fundamental concepts of number theory and the ways in which they can be used in cryptography. The course “Introduction to the Semantic Web Technologies” is a gentle introduction to the theory and practice of the Semantic Web, an extension of the current Web that provides an easier way to find, share, reuse and combine information. It is based on machine-readable information and builds on XML technology's capability to define customized tagging schemes, RDF's (Resource Description Framework) flexible approach to representing data, the OWL (Web Ontology Language) schema language and SPARQL query language. The Semantic Web provides common formats for the interchange of data (where on the Web there is only an interchange of documents). It also provides a common language for recording how data relates to real world objects, allowing a person or a machine to start off in one database, and then move through an unending set of databases which are connected not by wires but by being about the same thing. Important applications of the Semantic Web technologies include Healthcare (SNOMED CT), Supply Chain Management (Biogen Idec), Media Management (BBC), Data Integration in the Oil & Gas industry (Chevron, Statoil), Web Search and E-commerce.