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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
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 knowledge and knowledge to follow the resources related to the profession and has the ability to communicate properly in oral and written form.
2) Have knowledge about research methods of drugs and necessary resources related to the profession.
3) Has knowledge about regulations and legislation related to pharmacy and drugs.
4) Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field.
5) Has enough awareness about individual and public health, environmental protection and occupational safety.
6) Has the ability to use computer programs in the field of pharmacy.
7) Uses a foreign language at least at the level of the European Language Portfolio A2 General and follows the information in the field.
8) Has awareness of lifelong learning and it directs its education to a further education level or a profession in the same field.
9) Performs expiration dates and inventory controls of the products; identify deficiencies. It is responsible for keeping the products in proper storage and storage.
10) They act in accordance with quality management and processes.
11) In the control of the pharmacist or the responsible manager, he has the ability to make necessary directions to patients and their relatives about drug use.
12) Have the discipline necessary for team work, high communication skills, technical and application knowledge.
13) It conducts a given task independently by using its basic knowledge. When it encounters an unpredictable situation, it takes responsibility and develops solutions. Collaborates with other fields related to the field.
14) As a Pharmacy Technician, it follows the instructions related to pharmaceuticals, pharmaceuticals, medical products, medical products and dermocosmetics.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Average	3 Highest

	Program Outcomes	Level of Contribution
1)	Has the knowledge and knowledge to follow the resources related to the profession and has the ability to communicate properly in oral and written form.
2)	Have knowledge about research methods of drugs and necessary resources related to the profession.
3)	Has knowledge about regulations and legislation related to pharmacy and drugs.
4)	Uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field.
5)	Has enough awareness about individual and public health, environmental protection and occupational safety.
6)	Has the ability to use computer programs in the field of pharmacy.
7)	Uses a foreign language at least at the level of the European Language Portfolio A2 General and follows the information in the field.
8)	Has awareness of lifelong learning and it directs its education to a further education level or a profession in the same field.
9)	Performs expiration dates and inventory controls of the products; identify deficiencies. It is responsible for keeping the products in proper storage and storage.
10)	They act in accordance with quality management and processes.
11)	In the control of the pharmacist or the responsible manager, he has the ability to make necessary directions to patients and their relatives about drug use.
12)	Have the discipline necessary for team work, high communication skills, technical and application knowledge.
13)	It conducts a given task independently by using its basic knowledge. When it encounters an unpredictable situation, it takes responsibility and develops solutions. Collaborates with other fields related to the field.
14)	As a Pharmacy Technician, it follows the instructions related to pharmaceuticals, pharmaceuticals, medical products, medical products and dermocosmetics.

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