| Physiotherapy and Rehabilitation | |||||
| 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) Knows the basic concepts and terminology, evaluation processes and methodological application principles in the field of physiotherapy and rehabilitation; uses this advanced knowledge in study, research and practice. | ||||||||
| 2) Makes the necessary assessment, definition and planning for physiotherapy and rehabilitation applications by using the theoretical and applied concepts and principles related to physiotherapy and rehabilitation. | ||||||||
| 3) Implements the physiotherapy and rehabilitation program systematically and safely within the framework of ethical principles in the light of professional attitudes and skills; terminates or changes as necessary. | ||||||||
| 4) Takes initiatives to protect and improve public health and welfare; contributes to the production of health strategies and policies suitable for the changing and diversifying needs of the society in the field of physiotherapy and rehabilitation. | ||||||||
| 5) Organizes physiotherapy and rehabilitation services effectively and adequately, manages the business processes necessary for the continuity and development of the quality and organizational function; generates solutions against problems in line with knowledge and evidence. | ||||||||
| 6) Keeps records and prepares reports for quality service and research in the field of physiotherapy and rehabilitation; adopts ethical, deontological principles and legal framework in collecting, recording and reporting data. | ||||||||
| 7) Carries out professional and academic studies independently by using his knowledge; works as a team member and assumes responsibility in effective communication and cooperation with other professional groups working in this field. | ||||||||
| 8) It adopts the principle of personal development, information literacy and lifelong learning; contributes to quality improvement, training and promotion programs related to the field, and demonstrates its professional behavior at an international level. | ||||||||
| No Effect | 1 Lowest | 2 Average | 3 Highest |
| Program Outcomes | Level of Contribution | |
| 1) | Knows the basic concepts and terminology, evaluation processes and methodological application principles in the field of physiotherapy and rehabilitation; uses this advanced knowledge in study, research and practice. | |
| 2) | Makes the necessary assessment, definition and planning for physiotherapy and rehabilitation applications by using the theoretical and applied concepts and principles related to physiotherapy and rehabilitation. | |
| 3) | Implements the physiotherapy and rehabilitation program systematically and safely within the framework of ethical principles in the light of professional attitudes and skills; terminates or changes as necessary. | |
| 4) | Takes initiatives to protect and improve public health and welfare; contributes to the production of health strategies and policies suitable for the changing and diversifying needs of the society in the field of physiotherapy and rehabilitation. | |
| 5) | Organizes physiotherapy and rehabilitation services effectively and adequately, manages the business processes necessary for the continuity and development of the quality and organizational function; generates solutions against problems in line with knowledge and evidence. | |
| 6) | Keeps records and prepares reports for quality service and research in the field of physiotherapy and rehabilitation; adopts ethical, deontological principles and legal framework in collecting, recording and reporting data. | |
| 7) | Carries out professional and academic studies independently by using his knowledge; works as a team member and assumes responsibility in effective communication and cooperation with other professional groups working in this field. | |
| 8) | It adopts the principle of personal development, information literacy and lifelong learning; contributes to quality improvement, training and promotion programs related to the field, and demonstrates its professional behavior at an international level. |
| 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 | ||||||