UNI050 Introduction to Artificial IntelligenceIstinye UniversityDegree Programs First Aid and Emergency (Evening Education)General Information For StudentsDiploma SupplementErasmus Policy StatementNational Qualifications
First Aid and Emergency (Evening Education)

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Associate TR-NQF-HE: Level 5 QF-EHEA: Short Cycle EQF-LLL: Level 5

Course Introduction and Application Information

Course Code: UNI050
Course Name: Introduction to Artificial Intelligence
Semester: Spring
Course Credits:
ECTS
5
Language of instruction: Turkish
Course Condition:
Does the Course Require Work Experience?: No
Type of course: University Elective
Course Level:
Associate TR-NQF-HE:5. Master`s Degree QF-EHEA:Short Cycle EQF-LLL:5. Master`s Degree
Mode of Delivery: E-Learning
Course Coordinator: Doç. Dr. ŞEBNEM ÖZDEMİR
Course Lecturer(s): Dr. Öğr. Üyesi Şebnem Özdemir
Course Assistants:

Course Objective and Content

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.

Learning Outcomes

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

Course Flow Plan

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

Sources

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 - Program Learning Outcome Relationship

Course Learning Outcomes

1

2

3

4

5

Program Outcomes
1) Students will be able to use the basic knowledge, skills, competencies and experiences gained from the basic theoretical and practical courses supported by the course materials, application tools, information technologies and other resources, which contain up-to-date information in the field of First Aid and Emergency Assistance.
2) In case of emergencies such as sudden illness, emergency birth, accident, disaster or injury, it reaches the scene quickly, evaluates the situation together with the doctor, if necessary, makes the first intervention, provides the appropriate position for the patients or the wounded during the patient transport and provides the proper transportation to the appropriate hospital emergency service.
3) Using the basic knowledge of the First and Emergency Assistance area, it carries out a task independently.
4) Using the knowledge and skills acquired in the first and Emergency Assistance area, informs the relevant people and institutions by using the communication network correctly and rapidly in all stages of his duty, and transfers his ideas and solutions to the problems in written and / or verbally.
5) In order to solve unforeseen complex problems encountered in the applications related to First Aid and Emergency Assistance, the team acts in a harmonious manner within the team and acts in accordance with the quality management and processes and takes individual responsibility when necessary.
6) Communicates effectively with written and / or verbal communication with colleagues, patients and relatives, physicians and all other health professionals and has the ability to work effectively with different disciplines.
7) Recognize the institutions and organizations within the health system; As an individual working in the field of First Aid and Emergency Assistance, he / she knows the laws, regulations and legislation related to his / her duties, rights and responsibilities and acts accordingly.
8) He/She has the awareness of lifelong learning and directs its education to an advanced level of education in the same field or to a profession at the same level.
9) Contributes to projects and activities for the social environment in which he lives with a sense of social responsibility.
10) By using the knowledge and knowledge about the structure, properties, usage areas and legal regulations of medical devices used in health field; use this information in research, development and follow-up of technological developments.
11) In case of emergency aid, he / she has the knowledge and skills to keep calm, fast, serial and correct at the scene and to maintain and maintain the physical, social and mental health of both the patient and himself.
12) He/She follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level.
13) Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field.
14) Knows the measures for occupational diseases and accidents and applies the principles of Occupational Health and Safety in these cases.
15) They act in accordance with quality management and processes.

Course - Learning Outcome Relationship

No Effect 1 Lowest 2 Average 3 Highest
       
Program Outcomes Level of Contribution
1) Students will be able to use the basic knowledge, skills, competencies and experiences gained from the basic theoretical and practical courses supported by the course materials, application tools, information technologies and other resources, which contain up-to-date information in the field of First Aid and Emergency Assistance.
2) In case of emergencies such as sudden illness, emergency birth, accident, disaster or injury, it reaches the scene quickly, evaluates the situation together with the doctor, if necessary, makes the first intervention, provides the appropriate position for the patients or the wounded during the patient transport and provides the proper transportation to the appropriate hospital emergency service.
3) Using the basic knowledge of the First and Emergency Assistance area, it carries out a task independently.
4) Using the knowledge and skills acquired in the first and Emergency Assistance area, informs the relevant people and institutions by using the communication network correctly and rapidly in all stages of his duty, and transfers his ideas and solutions to the problems in written and / or verbally.
5) In order to solve unforeseen complex problems encountered in the applications related to First Aid and Emergency Assistance, the team acts in a harmonious manner within the team and acts in accordance with the quality management and processes and takes individual responsibility when necessary.
6) Communicates effectively with written and / or verbal communication with colleagues, patients and relatives, physicians and all other health professionals and has the ability to work effectively with different disciplines.
7) Recognize the institutions and organizations within the health system; As an individual working in the field of First Aid and Emergency Assistance, he / she knows the laws, regulations and legislation related to his / her duties, rights and responsibilities and acts accordingly.
8) He/She has the awareness of lifelong learning and directs its education to an advanced level of education in the same field or to a profession at the same level.
9) Contributes to projects and activities for the social environment in which he lives with a sense of social responsibility.
10) By using the knowledge and knowledge about the structure, properties, usage areas and legal regulations of medical devices used in health field; use this information in research, development and follow-up of technological developments.
11) In case of emergency aid, he / she has the knowledge and skills to keep calm, fast, serial and correct at the scene and to maintain and maintain the physical, social and mental health of both the patient and himself.
12) He/She follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level.
13) Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field.
14) Knows the measures for occupational diseases and accidents and applies the principles of Occupational Health and Safety in these cases.
15) They act in accordance with quality management and processes.

Assessment & Grading

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

Workload and ECTS Credit Calculation

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