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Обычная версия сайта
Магистратура 2024/2025

Научно-исследовательский семинар "Искусственный интеллект в бизнесе"

Статус: Курс обязательный (Магистр по наукам о данных)
Когда читается: 2-й курс, 2, 3 модуль
Охват аудитории: для своего кампуса
Язык: английский

Course Syllabus

Abstract

AI is the key technology of today. It is already used to solve (previously) unsolvable scientific challenges, help in creating new drugs faster, make autonomous cars possible, but also facilitate online shopping, and help us in finding what we like on entertainment platforms. As an emerging general-purpose technology, AI is expected to transform every industry, just as the Internet did 20 years or electricity 100 years ago, and create an estimated GDP growth of more than $10 trillion during the next decade. The recent surge in using ChatGPT for a wide range of applications is just another visible example of how AI may shape the (near) future. The importance of understanding AI and the set of skills necessary for working with AI and succeeding in the era of AI cannot be overstated. Thus, industries, governments, researchers and society at large are highly interested in learning how to live, work and benefit from AI. The overall goal of this course is to help developing AI-ready business leaders, people who will understand how the technology works, where it can be applied and for what type of problems, what are current limitations, challenges and dilemmas, and what to expect in the next 5-10 years. This course provides business students with a comprehensive understanding of AI fundamentals, with a specific focus on practical applications in corporate information systems like ERP, CRM, SCM, etc. It includes both theoretical knowledge and hands-on experience using KNIME, a no-code/low-code AI tool.