Electonics Technology 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:

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) To have sufficient knowledge and experience in applying mathematics and science in the field of Electronic Technology.
2) To have knowledge about occupational safety and its applications and to have the competence to carry out its applications.
3) To have the ability to communicate effectively verbally and in written Turkish.
4) Having basic knowledge of English language and the ability to use it in the professional field.
5) To be conscious of Ataturk's Principles and to have knowledge about the History of the Revolution.
6) Able to transfer relevant designs and applications in the field of electronics to colleagues, superiors and the people and groups they serve, and to work in teams.
7) Awareness of the necessity of lifelong learning; To monitor the developments in science and technology and to constantly renew itself.
8) To be able to use computer-aided electronic design programs at a basic level for simulation and printed circuit creation.
9) To be able to make decisions in independent work, to take initiative and adapt in teamwork with people inside and outside the profession.
10) To use the software and hardware required by the profession, along with basic computer usage knowledge.
11) To effectively use the devices in electronics laboratories, collect data through measurement and diagnose faults.
12) To identify problems related to unforeseen situations in electronics-related studies and to produce solutions to the problems
13) To have knowledge and awareness of social responsibility, ethical values and social security rights on electronics-related issues.
14) To be able to produce solutions using basic knowledge about the design and control of control-based functions in electronic circuits and systems.
15) To objectively evaluate and supervise the performance of employees under his/her responsibility.
16) To know the concepts related to electronics, to recognize electronic circuit elements and to use them in related circuits.
17) To recognize the physical strength limits of electronic circuit components and to gain the ability to determine operating conditions accordingly.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Average	3 Highest

	Program Outcomes	Level of Contribution
1)	To have sufficient knowledge and experience in applying mathematics and science in the field of Electronic Technology.	1
2)	To have knowledge about occupational safety and its applications and to have the competence to carry out its applications.	3
3)	To have the ability to communicate effectively verbally and in written Turkish.	3
4)	Having basic knowledge of English language and the ability to use it in the professional field.	3
5)	To be conscious of Ataturk's Principles and to have knowledge about the History of the Revolution.
6)	Able to transfer relevant designs and applications in the field of electronics to colleagues, superiors and the people and groups they serve, and to work in teams.
7)	Awareness of the necessity of lifelong learning; To monitor the developments in science and technology and to constantly renew itself.	3
8)	To be able to use computer-aided electronic design programs at a basic level for simulation and printed circuit creation.
9)	To be able to make decisions in independent work, to take initiative and adapt in teamwork with people inside and outside the profession.
10)	To use the software and hardware required by the profession, along with basic computer usage knowledge.	3
11)	To effectively use the devices in electronics laboratories, collect data through measurement and diagnose faults.
12)	To identify problems related to unforeseen situations in electronics-related studies and to produce solutions to the problems
13)	To have knowledge and awareness of social responsibility, ethical values and social security rights on electronics-related issues.
14)	To be able to produce solutions using basic knowledge about the design and control of control-based functions in electronic circuits and systems.
15)	To objectively evaluate and supervise the performance of employees under his/her responsibility.	3
16)	To know the concepts related to electronics, to recognize electronic circuit elements and to use them in related circuits.	2
17)	To recognize the physical strength limits of electronic circuit components and to gain the ability to determine operating conditions accordingly.	2

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