| Health Administration | |||||
| Bachelor | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF-LLL: Level 6 | ||
| Course Code: | UNI050 | ||||
| Course Name: | Introduction to Artificial Intelligence | ||||
| Semester: | Spring | ||||
| Course Credits: |
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| Language of instruction: | Turkish | ||||
| Course Condition: | |||||
| Does the Course Require Work Experience?: | No | ||||
| Type of course: | University Elective | ||||
| Course Level: |
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| Mode of Delivery: | E-Learning | ||||
| Course Coordinator: | Doç. Dr. ŞEBNEM ÖZDEMİR | ||||
| Course Lecturer(s): | Dr. Öğr. Üyesi Şebnem Özdemir | ||||
| Course Assistants: |
| Course Objectives: | Understanding the development, context and methods of artificial intelligence via different examples in different fields |
| Course Content: | The goal of this course for each student is: To learn the concept of artificial intelligence, used methods and related application issues with different field examples. |
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The students who have succeeded in this course;
1) Knows the concept of artificial intelligence 2) Explains the methods with their similarities and dissimilarities 3) Explains the social effect of AI and policy of the countries 4) Defines the issues in artificial intelligence such as explainability and bias 5) Define a real life problem and designs a theoretical solution for it by using AI |
| Week | Subject | Related Preparation |
| 1) | Historical Evolution of Artificial Intelligence (AI) | |
| 2) | Concepts and Methods in AI: A Simple Artificial Neural Network Design, Artificial Narrow Intelligence, Artificial Super Intelligence, Artificial General Intelligence | |
| 3) | Concepts and Methods in AI: Machine Learning, Deep Learning | |
| 4) | Concepts and Methods in AI: Machine Learning, Deep Learning | |
| 5) | Concepts and Methods in AI: NLP, Machine Translation | |
| 6) | Concepts and Methods in AI: Computer Vision | |
| 7) | Concepts and Methods in AI: Expert Systems, Robotic, Optimization | |
| 8) | MID-TERM EXAMS | |
| 9) | Issues and Critic Concepts in AI: Bias | |
| 10) | Issues and Critic Concepts in AI: Explainablity, Fairness, Accountability | |
| 11) | Different Fields Applications of AI | |
| 12) | Different Fields Applications of AI | |
| 13) | AI for More Accessible World: Supporting the Disadvantageous Group with AI | |
| 14) | Future AI Strategies, Plans and Regulations of the Countries |
| Course Notes / Textbooks: | Ek kaynak ihtiyacı bulunmamaktadır. - There is no need for additional resources. |
| References: | Ek kaynak ihtiyacı bulunmamaktadır. - There is no need for additional resources. |
| Course Learning Outcomes | 1 |
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| Program Outcomes | ||||||||||||||
| 1) They will have the theoretical and practical knowledge to comprehend, evaluate and direct the operation of the health systems and its subsystems. | ||||||||||||||
| 2) They will have the knowledge of factors about society-individual health and its development. | ||||||||||||||
| 3) They will apply the theoretical and practical knowledge of health management in related institutions and organizations. | ||||||||||||||
| 4) They will analyze, evaluate the developments in health management by using scientfic methods and techniques and develop solutions. | ||||||||||||||
| 5) They will follow the developments in the field by using a foreign language at least at the level of European Language Portfolio B1. | ||||||||||||||
| 6) They will use health terminology and grammar according to the rules in spoken and written communication. | ||||||||||||||
| 7) They will share their thoughts about health management and solution proposals with internal and external parties written and orally. | ||||||||||||||
| 8) They will use information and communication technologies with computer software at least at the level of European Computer Driving License required by the field. | ||||||||||||||
| 9) They will constantly develop professional knowledge and skill; know ways to access information and apply them. | ||||||||||||||
| 10) They will show mangement philosophy and management functions in health management applications. | ||||||||||||||
| 11) They will behave sensitve to health problems in the country and around the world with sociak responsibility and sustainability and they will evaluate solution suggestions to maximize social benefits. | ||||||||||||||
| 12) They will act in accordance with legal regulations in the field of health management and with social, scientific and professional ethical principles. | ||||||||||||||
| 13) They will show leadership characteristics in health management applications. | ||||||||||||||
| 14) They will take responsibility individually and as a team member in health management applications. | ||||||||||||||
| No Effect | 1 Lowest | 2 Average | 3 Highest |
| Program Outcomes | Level of Contribution | |
| 1) | They will have the theoretical and practical knowledge to comprehend, evaluate and direct the operation of the health systems and its subsystems. | |
| 2) | They will have the knowledge of factors about society-individual health and its development. | |
| 3) | They will apply the theoretical and practical knowledge of health management in related institutions and organizations. | |
| 4) | They will analyze, evaluate the developments in health management by using scientfic methods and techniques and develop solutions. | |
| 5) | They will follow the developments in the field by using a foreign language at least at the level of European Language Portfolio B1. | |
| 6) | They will use health terminology and grammar according to the rules in spoken and written communication. | |
| 7) | They will share their thoughts about health management and solution proposals with internal and external parties written and orally. | |
| 8) | They will use information and communication technologies with computer software at least at the level of European Computer Driving License required by the field. | |
| 9) | They will constantly develop professional knowledge and skill; know ways to access information and apply them. | |
| 10) | They will show mangement philosophy and management functions in health management applications. | |
| 11) | They will behave sensitve to health problems in the country and around the world with sociak responsibility and sustainability and they will evaluate solution suggestions to maximize social benefits. | |
| 12) | They will act in accordance with legal regulations in the field of health management and with social, scientific and professional ethical principles. | |
| 13) | They will show leadership characteristics in health management applications. | |
| 14) | They will take responsibility individually and as a team member in health management applications. |
| Semester Requirements | Number of Activities | Level of Contribution |
| Project | 1 | % 30 |
| Midterms | 1 | % 30 |
| Final | 1 | % 40 |
| total | % 100 | |
| PERCENTAGE OF SEMESTER WORK | % 60 | |
| PERCENTAGE OF FINAL WORK | % 40 | |
| total | % 100 | |
| Activities | Number of Activities | Preparation for the Activity | Spent for the Activity Itself | Completing the Activity Requirements | Workload | ||
| Course Hours | 14 | 2 | 2 | 56 | |||
| Study Hours Out of Class | 14 | 2 | 28 | ||||
| Project | 1 | 10 | 1 | 11 | |||
| Midterms | 1 | 10 | 1 | 11 | |||
| Final | 1 | 20 | 1 | 21 | |||
| Total Workload | 127 | ||||||