UNI050 Introduction to Artificial IntelligenceIstinye UniversityDegree Programs Interior Architecture and Environmental DesignGeneral Information For StudentsDiploma SupplementErasmus Policy StatementNational Qualifications
Interior Architecture and Environmental Design

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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: Spring
Course Credits:
ECTS
5
Language of instruction: Turkish
Course Condition:
Does the Course Require Work Experience?: No
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) Continuously following up-to-date publications and developments related to the profession of Interior Architecture and shaping the design process in line with the theoretical and practical knowledge in the field of architecture and art.
2) Acquiring universal knowledge in the fields within the discipline of interior architecture.
3) To have the right professional communication skills in professional life by using all the inputs and conditions related to Interior Architecture profession and to have mastered the methods of interior architecture representation and professional terminology.
4) Focusing on the various functions within the whole interior design design and handling the pieces of space as a whole.
5) Evaluating the concept of space design through different disciplines.
6) To be able to make contemporary designs suitable for the person by relating the relationship between human-space-scale concepts with the needs of the people.
7) Ability to use all presentation and expression techniques with the necessary knowledge of fine arts in order to express the design process correctly.
8) To be able to manage the process that goes from design to application by showing the details related to the application after the interior architecture has matured in the design stage.
9) Project and construction site management and applications, employee health, environmental and occupational safety awareness, professional standards and business law.
10) To be able to choose the right materials and application methods with sufficient and up-to-date information about building materials and their applications.
11) To be able to understand problems related to construction, design, application and engineering.
12) To be able to make original interior design by combining aesthetic, technical and functional conditions, and to continuously develop the professional knowledge and skills.
13) According to a foreign language education level, in terms of European Language Portfolio criteria; at least B1; use at general level.
14) Use computer software and information and communication technologies at the advanced level of European Computer Driving License required by the field.

Course - Learning Outcome Relationship

No Effect 1 Lowest 2 Average 3 Highest
       
Program Outcomes Level of Contribution
1) Continuously following up-to-date publications and developments related to the profession of Interior Architecture and shaping the design process in line with the theoretical and practical knowledge in the field of architecture and art.
2) Acquiring universal knowledge in the fields within the discipline of interior architecture.
3) To have the right professional communication skills in professional life by using all the inputs and conditions related to Interior Architecture profession and to have mastered the methods of interior architecture representation and professional terminology.
4) Focusing on the various functions within the whole interior design design and handling the pieces of space as a whole.
5) Evaluating the concept of space design through different disciplines.
6) To be able to make contemporary designs suitable for the person by relating the relationship between human-space-scale concepts with the needs of the people.
7) Ability to use all presentation and expression techniques with the necessary knowledge of fine arts in order to express the design process correctly.
8) To be able to manage the process that goes from design to application by showing the details related to the application after the interior architecture has matured in the design stage.
9) Project and construction site management and applications, employee health, environmental and occupational safety awareness, professional standards and business law.
10) To be able to choose the right materials and application methods with sufficient and up-to-date information about building materials and their applications.
11) To be able to understand problems related to construction, design, application and engineering.
12) To be able to make original interior design by combining aesthetic, technical and functional conditions, and to continuously develop the professional knowledge and skills.
13) According to a foreign language education level, in terms of European Language Portfolio criteria; at least B1; use at general level.
14) Use computer software and information and communication technologies at the advanced level of European Computer Driving License required by the field.

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