Искусственный интеллект для бизнеса

2023/2024

Статус: Дисциплина общефакультетского пула

Кто читает: Международный институт экономики и финансов

Где читается: Международный институт экономики и финансов

Когда читается: 3, 4 модуль

Охват аудитории: для своего кампуса

Преподаватели: Худов Никита Михайлович

Язык: английский

Кредиты: 3

Контактные часы: 32

Full Syllabus

Abstract

This course is designed for students who are interested in learning about the application of artificial intelligence in a business context. It is ideal for those who are pursuing careers in management, finance, analytics, or any field where data-driven decision making is important. Prior knowledge of AI is not required, but a basic understanding of business concepts is recommended. Course pre-requisites: - This course DOES NOT require any technical and engineering knowledge of AI as mainly the business/applied side will be discussed, but basic programming or ML skills will be beneficial. - Understanding of the basic business/management principles is required. - Practical understanding of the basic IT concepts (databases, operation systems, etc.) is required. - Access to any kind of LLM service is required (ChatGPT, GigaChat, Llama, etc.) is required.

Learning Objectives

Develop an understanding of how artificial intelligence can be applied to solve business problems and make data-driven decisions.

Expected Learning Outcomes

Define the basic concepts of artificial intelligence and how they can be applied in a business context
Analyze business problems and determine if AI is a viable solution.
Confidently use AI instruments (such as LLMs) to efficiently solve business problems.
Develop and implement AI strategies that align with business objectives.
Interpret and communicate AI results to stakeholders in a clear and understandable way.
Outline the latest technological trends and current areas of research.
Evaluate the current and potential impact of AI on the global economy

Course Contents

Introduction to AI
Analyzing business problems
Prompt Engineering
Developing and implementing AI Strategies
Communicating results
Recent trends and future projections
AI impact on the economy

Assessment Elements

Assignments and Quizzes
Midterm Exam
Group Project

Interim Assessment

2023/2024 4th module
0.2 * Assignments and Quizzes + 0.5 * Group Project + 0.3 * Midterm Exam

Bibliography

Recommended Core Bibliography

Harvard Business Review Press. (2019). Artificial Intelligence : The Insights You Need From Harvard Business Review. La Vergne: Harvard Business Review Press. Retrieved from http://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=edsebk&AN=2003692
Soni, N., Sharma, E. K., Singh, N., & Kapoor, A. (2019). Impact of Artificial Intelligence on Businesses: from Research, Innovation, Market Deployment to Future Shifts in Business Models.

Recommended Additional Bibliography

Narcisa Roxana MOȘTEANU. (2019). International Financial Markets face to face with Artificial Intelligence and Digital Era.

Course Syllabus