Architecture (English) Preview
Bachelor	TR-NQF-HE: Level 6	QF-EHEA: First Cycle	EQF-LLL: Level 6

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:

Bachelor

TR-NQF-HE:6. Master`s Degree

QF-EHEA:First Cycle

EQF-LLL:6. 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) She/he gains knowledge of and develops values on technical, aesthetic, cultural, historical, social and ethical dimensions of architecture with a scientific and critical approach.
2) She/he integrates architectural practice with environmental, economic and social sustainability principles.
3) She/he has the knowledge and ability to provide and implement interactions between urban planning, urban design and architectural projects.
4) Gains the ability to identify architectural potentials and problems based on data collection, analysis, interpretation and critical thinking, in order to cultivate concepts and determine strategies for action.
5) She/he is able to interrelate theory, design and construction practices.
6) She/he will be able to produce architectural design, presentation, implementation, management and supervision stages both independently and collectively for different contexts and scales and through a responsive approach to social, functional, technical and aesthetic requirements.
7) In addition to traditional methods, she/he interactively uses the emerging information technologies required by the field.
8) To analyze and document the historical and conservation characteristics of the built environment; taking into account of the balance between protection and use, she/he has the ability and necessary knowledge in renovation and restoration issues.
9) She / he gains the ability to cooperate with different disciplines on the conception and design of the built environment, as an individual and/or as a team member.
10) Has knowledge on and comprehension of professional ethics and codes of conduct, legal and managerial regulations, standards, rights and responsibilities and processes in the field of architecture.
11) Can produce design, know-how and knowledge for the improvement of different and changing social needs, and for the enhancement of life quality.
12) She/he has the knowledge and responsibility to design solidly built structures and takes into account of the risks of natural disaster.
13) She/he monitors new developments in architectural theory and practice and is open to lifelong learning.
14) She/he takes responsibility for the improvement of social consciousness in the field of architecture, and for the endorsement and defense of ecological and urban rights.
15) Has architectural communication skills in a foreign language.

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Average	3 Highest

	Program Outcomes	Level of Contribution
1)	She/he gains knowledge of and develops values on technical, aesthetic, cultural, historical, social and ethical dimensions of architecture with a scientific and critical approach.
2)	She/he integrates architectural practice with environmental, economic and social sustainability principles.
3)	She/he has the knowledge and ability to provide and implement interactions between urban planning, urban design and architectural projects.
4)	Gains the ability to identify architectural potentials and problems based on data collection, analysis, interpretation and critical thinking, in order to cultivate concepts and determine strategies for action.
5)	She/he is able to interrelate theory, design and construction practices.
6)	She/he will be able to produce architectural design, presentation, implementation, management and supervision stages both independently and collectively for different contexts and scales and through a responsive approach to social, functional, technical and aesthetic requirements.
7)	In addition to traditional methods, she/he interactively uses the emerging information technologies required by the field.
8)	To analyze and document the historical and conservation characteristics of the built environment; taking into account of the balance between protection and use, she/he has the ability and necessary knowledge in renovation and restoration issues.
9)	She / he gains the ability to cooperate with different disciplines on the conception and design of the built environment, as an individual and/or as a team member.
10)	Has knowledge on and comprehension of professional ethics and codes of conduct, legal and managerial regulations, standards, rights and responsibilities and processes in the field of architecture.
11)	Can produce design, know-how and knowledge for the improvement of different and changing social needs, and for the enhancement of life quality.
12)	She/he has the knowledge and responsibility to design solidly built structures and takes into account of the risks of natural disaster.
13)	She/he monitors new developments in architectural theory and practice and is open to lifelong learning.
14)	She/he takes responsibility for the improvement of social consciousness in the field of architecture, and for the endorsement and defense of ecological and urban rights.
15)	Has architectural communication skills in a foreign language.

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