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ISTANBUL GELİŞİM UNIVERSITY INFORMATION SYSTEM

ARTIFICIAL INTELLIGENCE AND APPLICATIONS IN BUSINESS COURSE IDENTIFICATION AND APPLICATION INFORMATION

Code Name of the Course Unit Semester In-Class Hours (T+P) Credit ECTS Credit
IBT429 ARTIFICIAL INTELLIGENCE AND APPLICATIONS IN BUSINESS 7 3 3 7

WEEKLY COURSE CONTENTS AND STUDY MATERIALS FOR PRELIMINARY & FURTHER STUDY
Week Preparatory Topics(Subjects) Method
1 Reading, Literature Review Introduction: Definition and Historical Development of Artificial Intelligence Lecture, Question and Answer
2 Reading, Literature Review The Role of Artificial Intelligence in Business Lecture, Question and Answer
3 Reading, Literature Review AI Fundamentals: Machine Learning, Deep Learning, Natural Language Processing Lecture, Question and Answer
4 Reading, Literature Review AI Application Areas: Finance, Marketing, Human Resources Lecture, Question and Answer
5 Reading, Literature Review AI in Business Decision-Making Lecture, Question and Answer
6 Reading, Literature Review AI-Based Forecasting and Data Analytics Lecture, Question and Answer
7 Reading, Literature Review AI Strategy & Management Lecture, Question and Answer
8 Reading, Literature Review AI-Enabled Supply Chain and Logistics Applications Lecture, Question and Answer
9 Reading, Literature Review International Trade and Access to Global Markets with AI Lecture, Question and Answer
10 - MID-TERM EXAM -
11 Reading, Literature Review The Ethical Dimensions of AI and Responsible Use in Business Lecture, Question and Answer
12 Reading, Literature Review Explainable Artificial Intelligence (XAI) and Its Management Applications Lecture, Question and Answer
13 Project Presentations AI Project Development Process in Business (Group Work and Presentations) Lecture, Question and Answer
14 Project Presentations AI Project Development Process in Business (Group Work and Presentations) Lecture, Question and Answer
15 Project Presentations AI Project Development Process in Business (Group Work and Presentations) Lecture, Question and Answer
16 - FINAL EXAM -
17 - FINAL EXAM -