Child Development Preview
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:

Fall
Spring

Course Credits:

ECTS

Language of instruction:

Turkish

Course Condition:

Does the Course Require Work Experience?:

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) Prepares, implements and evaluates educational programs, appropriate learning environments, materials taking into account the developmental characteristics and individual differences of children.
2) Develops original products, projects and activities related to child development, manages these studies, evaluates and evaluates the process.
3) Follow science and technology and have critical thinking skills.
4) Uses effective teaching and communication methods which may be necessary in the guidance and counseling activities for families and develops solutions when they encounter an unpredictable situation.
5) It follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level.
6) Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field.
7) Has knowledge about ethical principles and rules in the field.
8) It shares the knowledge gained in the field of Child Development with the people working in the field and with the social responsibility consciousness.
9) It 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.
10) Knows democracy, human rights, children's rights, social, scientific and professional ethical values, relevant legislation and acts accordingly.
11) The researcher is open to changes, creative, problem-solving skills and the ability to share solutions.
12) Knows the applications of different characteristics of children to society. It has the ability to produce different solutions to the problem situation for children and enables the employees to take responsibility for the solutions.
13) Understands the place and importance of the game in pre-school education, the child knows how to use the game as a means of rehabilitation and self-expression.
14) Selects and uses the modern techniques and tools required for pre-school education. Communicates with other areas that may be associated with the field.
15) The individual has sufficient consciousness about environmental protection and occupational safety and behaves according to these processes. Its appearance, attitude, attitude and behavior make it an example for society.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Average	3 Highest

	Program Outcomes	Level of Contribution
1)	Prepares, implements and evaluates educational programs, appropriate learning environments, materials taking into account the developmental characteristics and individual differences of children.
2)	Develops original products, projects and activities related to child development, manages these studies, evaluates and evaluates the process.
3)	Follow science and technology and have critical thinking skills.
4)	Uses effective teaching and communication methods which may be necessary in the guidance and counseling activities for families and develops solutions when they encounter an unpredictable situation.
5)	It follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level.
6)	Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field.
7)	Has knowledge about ethical principles and rules in the field.
8)	It shares the knowledge gained in the field of Child Development with the people working in the field and with the social responsibility consciousness.
9)	It 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.
10)	Knows democracy, human rights, children's rights, social, scientific and professional ethical values, relevant legislation and acts accordingly.
11)	The researcher is open to changes, creative, problem-solving skills and the ability to share solutions.
12)	Knows the applications of different characteristics of children to society. It has the ability to produce different solutions to the problem situation for children and enables the employees to take responsibility for the solutions.
13)	Understands the place and importance of the game in pre-school education, the child knows how to use the game as a means of rehabilitation and self-expression.
14)	Selects and uses the modern techniques and tools required for pre-school education. Communicates with other areas that may be associated with the field.
15)	The individual has sufficient consciousness about environmental protection and occupational safety and behaves according to these processes. Its appearance, attitude, attitude and behavior make it an example for society.

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