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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:

Fall

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) Has the ability to understand, comprehend and use what he / she reads as the basic legal concepts.
2) Has knowledge about the main differences and consequences of private law and public law.
3) Learns the analytical thinking method and has the ability to compare and use legal concepts.
4) Gains the ability to use theoretical knowledge in practical application through case studies.
5) Comprehensive knowledge of the structure and functioning of the judiciary can be done in order to determine the authorities in which legal problems can be solved.
6) Has the ability to access and use the information sources of the law effectively and has the ability of self-improvement in the vocational field by adapting to the changes.
7) Have comprehensive knowledge and skills about information technologies required by judicial mechanism.
8) To be able to have knowledge about the structure, duties and functioning of the state organization and follow the necessary legislation.
9) Have comprehensive knowledge about the individual's rights and obligations arising from the domestic law as well as the international law and is capable of reflecting this knowledge to the practical application.
10) Express the legal knowledge effectively both in written and oral form in accordance with the requirements of the profession.
11) It uses information and communication technologies together with computer software at the basic level of at least European Computer use license required by the field.
12) Has knowledge about pen legislation and can use forensic correspondence by using a quick keyboard.
13) Have knowledge about the specific rules and professional ethics of the professions in the field of law and have the competence to apply them to his / her profession.
14) He / She assimilates the structure and rules of the Turkish language and is competent to apply this knowledge to the accepted standards of legal texts.
15) He / she follows developments in his / her field and communicates with his / her colleagues at the A2 level in terms of European Language Portfolio criterion according to education level.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Average	3 Highest

	Program Outcomes	Level of Contribution
1)	Has the ability to understand, comprehend and use what he / she reads as the basic legal concepts.
2)	Has knowledge about the main differences and consequences of private law and public law.
3)	Learns the analytical thinking method and has the ability to compare and use legal concepts.
4)	Gains the ability to use theoretical knowledge in practical application through case studies.
5)	Comprehensive knowledge of the structure and functioning of the judiciary can be done in order to determine the authorities in which legal problems can be solved.
6)	Has the ability to access and use the information sources of the law effectively and has the ability of self-improvement in the vocational field by adapting to the changes.
7)	Have comprehensive knowledge and skills about information technologies required by judicial mechanism.
8)	To be able to have knowledge about the structure, duties and functioning of the state organization and follow the necessary legislation.
9)	Have comprehensive knowledge about the individual's rights and obligations arising from the domestic law as well as the international law and is capable of reflecting this knowledge to the practical application.
10)	Express the legal knowledge effectively both in written and oral form in accordance with the requirements of the profession.
11)	It uses information and communication technologies together with computer software at the basic level of at least European Computer use license required by the field.
12)	Has knowledge about pen legislation and can use forensic correspondence by using a quick keyboard.
13)	Have knowledge about the specific rules and professional ethics of the professions in the field of law and have the competence to apply them to his / her profession.
14)	He / She assimilates the structure and rules of the Turkish language and is competent to apply this knowledge to the accepted standards of legal texts.
15)	He / she follows developments in his / her field and communicates with his / her colleagues at the A2 level in terms of European Language Portfolio criterion according to education level.

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